{"id":"W7004937655","doi":"","title":"Package Formats for Preserved Digital Material: Paper - iPRES 2012 - Digital Curation Institute, iSchool, Toronto","year":2012,"lang":"en","type":"article","venue":"Phaidra (Universität Wien)","topic":"Reproductive biology and impacts on aquatic species","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Data curation; Digital curation; Key (lock); Digital preservation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002812849,0.001992463,0.001633264,0.01101763,0.002439564,0.00669808,0.00289087,0.001665929,0.7628819],"category_scores_gemma":[0.01993786,0.001820846,0.001211384,0.01931716,0.0009076903,0.003976283,0.00312271,0.002113602,0.6200827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004455755,"about_ca_system_score_gemma":0.009855196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06901937,"about_ca_topic_score_gemma":0.07747721,"domain_scores_codex":[0.9977456,0.0002138491,0.0003765312,0.0003217912,0.00106493,0.0002773591],"domain_scores_gemma":[0.9841504,0.00310443,0.0006393861,0.004725144,0.006580128,0.0008005904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000418083,0.00001418982,0.0001817357,0.0003848583,0.000006123673,0.00002163738,0.0000820887,0.0001063853,0.000454069,0.001764372,0.9727697,0.02417294],"study_design_scores_gemma":[0.00002987955,0.0000187791,0.001836116,0.0001461417,0.00001286924,0.00005337966,0.00009477842,0.0002212964,0.001572773,0.001979759,0.9940049,0.00002936216],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"methods","genre_scores_codex":[0.0009136684,0.0002441246,0.01710817,0.001023593,0.001515543,0.0006571312,0.7954425,0.04704573,0.1360496],"genre_scores_gemma":[0.004506821,0.001071591,0.02733994,0.0002478021,0.0003436762,0.00109881,0.7032017,0.03812987,0.2240597],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7628819,"threshold_uncertainty_score":0.3382202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01698384472890955,"score_gpt":0.2494684745219754,"score_spread":0.2324846297930659,"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."}}