{"id":"W4411618395","doi":"10.51847/8mmigranmf","title":"10.51847/8mmigRANmf","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Educational Methods and Media Use","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Training (meteorology); Medical education; Mathematics education; Pedagogy; Psychology; Medicine; Geography","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":[0.0008179114,0.001346998,0.0006217168,0.002266398,0.001313095,0.002674377,0.001187531,0.002751323,0.9544402],"category_scores_gemma":[0.00145121,0.0003424402,0.0005857724,0.001345637,0.0007195271,0.002228293,0.002748494,0.001219847,0.9534212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009165119,"about_ca_system_score_gemma":0.0007883928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002503546,"about_ca_topic_score_gemma":0.002514706,"domain_scores_codex":[0.9993691,0.00009554049,0.00005278593,0.0001768796,0.0001982405,0.0001075039],"domain_scores_gemma":[0.9989613,0.0002082208,0.00007244173,0.0002206119,0.0002826213,0.0002548714],"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":[0.0001830794,0.000277111,0.001559638,0.0002724344,0.00001297678,0.0003308904,0.000136596,0.0001653309,0.003078139,0.004484673,0.1724762,0.8170229],"study_design_scores_gemma":[0.00003724737,0.00009034577,0.002371409,0.0002716966,0.00001095954,0.0005741754,0.0001617835,0.0002635647,0.0006661682,0.001035146,0.9945005,0.00001689299],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001968714,0.0005329638,0.001784632,0.0008010661,0.0005256576,0.0001127546,0.0007580472,0.001776044,0.9917402],"genre_scores_gemma":[0.004782057,0.0002718076,0.001908853,0.0005320623,0.00008264167,0.00009258059,0.0007284635,0.0003069612,0.9912946],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04555982,"threshold_uncertainty_score":0.06498557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01240579966230097,"score_gpt":0.2344288336664614,"score_spread":0.2220230340041604,"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."}}