{"id":"W4411391136","doi":"10.53762/a1zsy898","title":"10.53762/a1zsy898","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Education and Vocational Training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology","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":[0.0008290408,0.001401301,0.0009108299,0.002263715,0.001556621,0.004492347,0.001390394,0.003223399,0.9738358],"category_scores_gemma":[0.002041243,0.0004366225,0.0009675578,0.001921651,0.0009401566,0.002328205,0.003070988,0.001613133,0.9794527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001137105,"about_ca_system_score_gemma":0.0009940676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002196031,"about_ca_topic_score_gemma":0.001973131,"domain_scores_codex":[0.9992524,0.00007796565,0.00006041721,0.0002271971,0.0002783977,0.0001036127],"domain_scores_gemma":[0.997937,0.000362262,0.0001302869,0.0003171216,0.0007288181,0.0005246121],"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":[0.0001710518,0.000183195,0.00109306,0.0003730162,0.00001718441,0.0002986071,0.00008278841,0.0001598629,0.001971893,0.003209966,0.400526,0.5919133],"study_design_scores_gemma":[0.00002724492,0.00003344857,0.0009424012,0.000277256,0.000007558539,0.0003712272,0.00009702594,0.0001824976,0.0003938155,0.0009585875,0.9966912,0.00001766362],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008296096,0.000984073,0.001356408,0.001283369,0.001231843,0.0001461725,0.002093806,0.002350179,0.9897245],"genre_scores_gemma":[0.003036334,0.0005342477,0.0009936112,0.0007687681,0.000194221,0.00009181328,0.001281895,0.0004429838,0.9926561],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02616417,"threshold_uncertainty_score":0.03731996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03421755664622086,"score_gpt":0.3047236698230942,"score_spread":0.2705061131768734,"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."}}