{"id":"W4411656584","doi":"10.51847/ovgxcwwp8d","title":"10.51847/OvGxcWwP8D","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Academic year; Mathematics education","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":[0.0007650633,0.001138536,0.0009889822,0.002539765,0.0008380262,0.002062109,0.001405084,0.004131847,0.9788994],"category_scores_gemma":[0.001718782,0.0003640359,0.0006369894,0.001886178,0.0009987797,0.001416745,0.002009078,0.001383639,0.9554794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000860023,"about_ca_system_score_gemma":0.0008128145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003080008,"about_ca_topic_score_gemma":0.002737032,"domain_scores_codex":[0.9995517,0.00005810394,0.00003746703,0.0001031711,0.0001458796,0.0001037723],"domain_scores_gemma":[0.9989339,0.0002789249,0.00006146292,0.0001297241,0.0002305932,0.0003654733],"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":[0.0003657562,0.0002029895,0.0005273544,0.000432884,0.00001554244,0.000425927,0.00005440231,0.0001513422,0.001018051,0.004237949,0.320262,0.6723058],"study_design_scores_gemma":[0.0001144127,0.00009623249,0.001211134,0.0005829962,0.00001141088,0.000381979,0.00006118718,0.00007388175,0.0002667789,0.001537995,0.9956508,0.00001113059],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007855255,0.0009965416,0.0005186474,0.001302875,0.0004711396,0.0001278223,0.001985651,0.0004680181,0.9933437],"genre_scores_gemma":[0.002682277,0.0007455078,0.0006346462,0.0007915345,0.0002314247,0.00009809271,0.001299654,0.0002644266,0.9932525],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02110058,"threshold_uncertainty_score":0.03009742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01361167813968918,"score_gpt":0.2741469914089897,"score_spread":0.2605353132693006,"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."}}