{"id":"W4291166484","doi":"10.3220/rep1510908963000","title":"Innovative Research for Organic 3.0 - Proceedings of the Scientific Track","year":2017,"lang":"en","type":"preprint","venue":"Organic Eprints (International Centre for Research in Organic Food Systems, and Research Institute of Organic Agriculture)","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council; Forschungsinstitut für biologischen Landbau; Ekhagastiftelsen; Fondation Daniel et Nina Carasso; European Agricultural Fund for Rural Development; Bundesministerium für Ernährung und Landwirtschaft; Stiftung Mercator; Seventh Framework Programme; Institut National de la Recherche Agronomique; Bangladesh Agricultural Research Institute; Ministero delle Politiche Agricole Alimentari e Forestali; European Commission; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; International Development Research Centre; National Science Foundation; Région Occitanie Pyrénées-Méditerranée; Government of Canada; Agence Nationale de la Recherche","keywords":"Core (optical fiber); Computer science; Telecommunications","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity"],"consensus_categories":["metaresearch","sts","open_science","research_integrity"],"category_scores_codex":[0.06698719,0.0007216977,0.001414784,0.002871965,0.004732767,0.002565539,0.01107994,0.001829115,0.0004631012],"category_scores_gemma":[0.04651787,0.0005499826,0.0003550717,0.006617547,0.009436228,0.0009891728,0.008601589,0.006585295,0.00005407634],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004101373,"about_ca_system_score_gemma":0.01056228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002200702,"about_ca_topic_score_gemma":0.01084679,"domain_scores_codex":[0.977989,0.001981717,0.002314935,0.002736683,0.01175112,0.003226576],"domain_scores_gemma":[0.9526514,0.00349163,0.001251357,0.001814959,0.04009932,0.0006913055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008399857,0.002687939,0.006608495,0.00884178,0.001432121,0.00003023123,0.02766359,0.000008656129,0.5373242,0.1977789,0.2150744,0.001709703],"study_design_scores_gemma":[0.004590726,0.001118575,0.003880792,0.009878528,0.0000715801,0.00004629245,0.06444123,0.0001342915,0.1739742,0.05758186,0.6826441,0.001637852],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8701464,0.002628008,0.0002524941,0.0498275,0.0229663,0.03797492,0.001950356,0.0002605894,0.01399346],"genre_scores_gemma":[0.9754567,0.001586603,0.0003764988,0.000006861973,0.00344057,0.0008467556,0.0001546168,0.0001747163,0.01795664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4675697,"threshold_uncertainty_score":0.9997217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2649229897470637,"score_gpt":0.473229792410667,"score_spread":0.2083068026636034,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}