{"id":"W4411618261","doi":"10.51847/gcvb1wwtyz","title":"10.51847/gcVB1WWTyZ","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Educational Practices and Challenges","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics education; Psychology; Training (meteorology); Medical education; Academic achievement; Pedagogy; Medicine; Physics","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":[0.0007376394,0.0009333582,0.0006448252,0.002079442,0.001035961,0.002674864,0.0008956497,0.002375547,0.9132146],"category_scores_gemma":[0.001331604,0.0002508082,0.000500132,0.001752299,0.0005650376,0.001309562,0.002179706,0.001255891,0.896505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008940221,"about_ca_system_score_gemma":0.001161216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005180971,"about_ca_topic_score_gemma":0.0033095,"domain_scores_codex":[0.9994209,0.00007946866,0.00004340033,0.000153284,0.0001674016,0.0001355907],"domain_scores_gemma":[0.9988319,0.0001981207,0.00007465929,0.0001734034,0.0003930389,0.0003287946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002422108,0.0004826106,0.004852572,0.0002749203,0.00001726422,0.0003985091,0.0001479436,0.000142,0.002277817,0.002566741,0.181058,0.8075393],"study_design_scores_gemma":[0.0001258487,0.0002208677,0.01320758,0.0004918015,0.00002346216,0.001114863,0.0004839054,0.0005313709,0.0009650961,0.001982904,0.9808194,0.00003283885],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0132003,0.001637717,0.002639241,0.002945595,0.001725221,0.0002763365,0.002857877,0.002247321,0.9724703],"genre_scores_gemma":[0.01804797,0.00082521,0.002231914,0.001156112,0.0002688768,0.0001813147,0.002877163,0.0004721536,0.9739392],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08678538,"threshold_uncertainty_score":0.1237888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02383700322424291,"score_gpt":0.2871418869506302,"score_spread":0.2633048837263873,"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."}}