{"id":"W4411656627","doi":"10.51847/pjyytx2osf","title":"10.51847/pjYYTx2oSF","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Education and Learning Interventions","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Goal orientation; Bachelor; Psychology; Mathematics education; Orientation (vector space); Academic achievement; Social psychology; Political science; Mathematics","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":[0.00125845,0.001189911,0.0006802576,0.00219889,0.001241088,0.003846318,0.0008404924,0.002168053,0.9225597],"category_scores_gemma":[0.001701997,0.0003191616,0.0007385897,0.001926833,0.0007484362,0.002118282,0.002534893,0.001326922,0.8958733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008284303,"about_ca_system_score_gemma":0.001381811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002374221,"about_ca_topic_score_gemma":0.001129742,"domain_scores_codex":[0.999207,0.0001101912,0.00009610634,0.0002196135,0.0002428048,0.0001244025],"domain_scores_gemma":[0.9985403,0.0002995516,0.0001262184,0.0002082828,0.000464059,0.0003616743],"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":[0.0003257398,0.0005333738,0.005109501,0.0006244105,0.00002175995,0.0004707862,0.0002912579,0.0002276819,0.003468782,0.004027409,0.1550557,0.8298436],"study_design_scores_gemma":[0.00008866326,0.0002354801,0.008663614,0.0005430356,0.00002525618,0.00123902,0.000504814,0.0008540184,0.001119343,0.002154856,0.9845328,0.00003914729],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01286447,0.001823293,0.004597781,0.002298713,0.002462356,0.0003809408,0.002508914,0.002776238,0.9702873],"genre_scores_gemma":[0.02049279,0.001131288,0.003366953,0.000925913,0.0004263534,0.0002602396,0.002288663,0.0005143358,0.9705935],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07744032,"threshold_uncertainty_score":0.1104592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01183249469421498,"score_gpt":0.2317503408081707,"score_spread":0.2199178461139557,"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."}}