{"id":"W4390407006","doi":"10.3917/soco.065.0019","title":"10.3917/soco.065.0019","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Higher Education Research Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; 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":[0.00161455,0.001705656,0.0009790802,0.003545471,0.005002521,0.008986435,0.001345823,0.003722222,0.9361244],"category_scores_gemma":[0.003034348,0.0007371033,0.0008593947,0.002884574,0.002478347,0.003931041,0.005275678,0.002406354,0.9162326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003497246,"about_ca_system_score_gemma":0.004388676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007610301,"about_ca_topic_score_gemma":0.01292732,"domain_scores_codex":[0.9984466,0.0002380531,0.0001331558,0.0004008713,0.0004626823,0.0003186545],"domain_scores_gemma":[0.9965694,0.0003419718,0.0001848199,0.000415234,0.001337988,0.001150633],"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":[0.0002097865,0.000240039,0.002609295,0.0004130974,0.00001354609,0.0002014036,0.0003033272,0.0001000138,0.0007388129,0.01420691,0.6627997,0.318164],"study_design_scores_gemma":[0.00001752553,0.00001951293,0.001222081,0.0002319979,0.00000420047,0.00009479109,0.0002331023,0.00005913478,0.0001249448,0.001271411,0.9967093,0.00001195856],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007454128,0.0006920329,0.0002576274,0.002876423,0.001922719,0.00007850565,0.001479783,0.0003868552,0.9915606],"genre_scores_gemma":[0.003797496,0.0006283122,0.0002441368,0.001092245,0.0003893103,0.00006989267,0.0007733839,0.0001943988,0.9928109],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06387562,"threshold_uncertainty_score":0.09111083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01614355160508674,"score_gpt":0.3257226034246233,"score_spread":0.3095790518195366,"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."}}