{"id":"W4411656891","doi":"10.51847/hj8hh2ue7w","title":"10.51847/Hj8hH2uE7w","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mindset; Transformational leadership; Management philosophy; Psychology; Public relations; Knowledge management; Business; Sociology; Management; Political science; Epistemology; Computer science; Philosophy; Economics","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":[0.0009894039,0.0007772904,0.0005223184,0.001894708,0.001200692,0.003062245,0.0005919927,0.002406484,0.9356784],"category_scores_gemma":[0.001608967,0.0003026772,0.0004222124,0.001724324,0.0008008124,0.002137147,0.001948833,0.0009721395,0.8669221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007242954,"about_ca_system_score_gemma":0.0009121377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004625009,"about_ca_topic_score_gemma":0.00342431,"domain_scores_codex":[0.9993062,0.0001172927,0.00005924205,0.0001560686,0.0001869146,0.0001743464],"domain_scores_gemma":[0.9985331,0.0004250513,0.0001022247,0.0001631616,0.0003725849,0.0004038291],"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":[0.0002891521,0.0004500954,0.00448826,0.0003542642,0.00002016678,0.0004373642,0.0003869094,0.0002208232,0.002805291,0.005372143,0.1426526,0.8425229],"study_design_scores_gemma":[0.000119392,0.0002195718,0.01249111,0.000497563,0.0000279945,0.0009115098,0.001127564,0.0009274273,0.001634979,0.00347357,0.9785236,0.00004571709],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0129417,0.0009717002,0.003157737,0.002842103,0.001234444,0.0001747771,0.00148889,0.001324208,0.9758645],"genre_scores_gemma":[0.01836963,0.0005319831,0.002668545,0.0006787848,0.0001813861,0.000106211,0.0009394489,0.0002506145,0.9762732],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06432158,"threshold_uncertainty_score":0.09174693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01471507512269611,"score_gpt":0.263635062757507,"score_spread":0.2489199876348109,"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."}}