{"id":"W4390336430","doi":"10.3917/infle.050.0177","title":"10.3917/infle.050.0177","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Diverse multidisciplinary academic research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001822955,0.001553789,0.0008640597,0.002971935,0.003327712,0.008940494,0.001543399,0.005067948,0.9528098],"category_scores_gemma":[0.003874059,0.0007549515,0.0007944056,0.002627932,0.002706278,0.007674403,0.005096512,0.003181974,0.9571328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002919556,"about_ca_system_score_gemma":0.001744488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004954592,"about_ca_topic_score_gemma":0.00628854,"domain_scores_codex":[0.9989808,0.0001768433,0.0001099776,0.0002741652,0.00031179,0.000146334],"domain_scores_gemma":[0.9971909,0.0005600162,0.0001597123,0.0005803112,0.0009554994,0.000553519],"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":[0.000147819,0.0001340987,0.001298966,0.0004650309,0.00001426373,0.0002599485,0.0003915284,0.0001080847,0.000788978,0.02679338,0.6187848,0.3508131],"study_design_scores_gemma":[0.00001295521,0.00001027122,0.000602561,0.0002651945,0.000005077291,0.0001652033,0.0001968645,0.00004371224,0.0001453853,0.002249205,0.9962918,0.0000117909],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003118832,0.0007557129,0.0005394042,0.001993429,0.0008263803,0.00003977426,0.0009394587,0.0006295026,0.9939645],"genre_scores_gemma":[0.002548465,0.0005928774,0.0003760113,0.0008956799,0.0001808297,0.00004086968,0.0004866679,0.000356975,0.9945216],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04719019,"threshold_uncertainty_score":0.06731099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0270556187316067,"score_gpt":0.3047816834012512,"score_spread":0.2777260646696444,"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."}}