{"id":"W6974073416","doi":"10.58079/vdx9","title":"Zotero Lab et Zotero Institution : retours d'expérience","year":2022,"lang":"fr","type":"article","venue":"Industrias Culturais (Universidade de Coimbra)","topic":"Diverse Cultural and Historical Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Institution; Government (linguistics); State (computer science); Work (physics); Control (management)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007866494,0.0004146633,0.0004652081,0.0001484483,0.004679639,0.0002299781,0.001047569,0.0004219858,0.004638772],"category_scores_gemma":[0.0003016118,0.0004379698,0.0003194346,0.00239492,0.001373918,0.001534153,0.0008108839,0.001506815,0.0003226832],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003851845,"about_ca_system_score_gemma":0.0005267671,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0259001,"about_ca_topic_score_gemma":0.002148552,"domain_scores_codex":[0.9957882,0.001014979,0.0003347529,0.0007340313,0.001124037,0.001003956],"domain_scores_gemma":[0.9985253,0.0001450302,0.0003573963,0.0002632798,0.0002357347,0.0004732577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001418909,0.0004340571,0.000701042,0.00002930055,0.0002333057,0.0006558069,0.09116904,0.001009459,0.0005760529,0.4728367,0.4155366,0.01667671],"study_design_scores_gemma":[0.0009104122,0.0002503465,0.009172719,0.0000625346,0.0001483392,0.00004690637,0.0827528,0.00004442928,0.00004703477,0.0004811051,0.9055095,0.00057387],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2827208,0.003579302,0.000116552,0.2462624,0.01061,0.0008942997,0.0005062781,0.0004535144,0.4548569],"genre_scores_gemma":[0.7995045,0.0006081612,0.0001423095,0.002009361,0.0006542162,0.00003072408,0.00006999648,0.00002110819,0.1969597],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5167837,"threshold_uncertainty_score":0.9999722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05300433765091316,"score_gpt":0.2697802509114834,"score_spread":0.2167759132605703,"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."}}