{"id":"W4411657781","doi":"10.51847/ra86ner","title":"10.51847/RA86NeR","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Problem and Project Based Learning","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Process (computing); Computer science; Mathematics education; Chemistry; Psychology; Programming language","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":[0.001141345,0.001776671,0.0008417311,0.002593979,0.001404297,0.004433161,0.001568108,0.003575396,0.9665819],"category_scores_gemma":[0.001785323,0.0005113215,0.0008779558,0.002035621,0.001094509,0.003454781,0.003590181,0.001737918,0.9734337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008343915,"about_ca_system_score_gemma":0.0008339674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002119247,"about_ca_topic_score_gemma":0.002038498,"domain_scores_codex":[0.9989917,0.0001134171,0.0001048147,0.0003629863,0.0002927548,0.0001344546],"domain_scores_gemma":[0.9982749,0.000347376,0.0001202733,0.0003511247,0.0005045969,0.0004017189],"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":[0.0002149931,0.000244397,0.001216573,0.0004202555,0.00002067616,0.0002766753,0.0001566254,0.0002646632,0.002437578,0.005962637,0.185095,0.8036901],"study_design_scores_gemma":[0.00003387195,0.00006250948,0.001064029,0.000261107,0.0000133776,0.0004889758,0.0001401012,0.0001966144,0.0005233181,0.001160496,0.9960317,0.00002400047],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001186537,0.0009915777,0.00171254,0.0006337754,0.000577234,0.0001026831,0.0007912259,0.00182109,0.9921833],"genre_scores_gemma":[0.002755269,0.0004804788,0.00115402,0.0005009696,0.0001057715,0.0000609346,0.0005756216,0.0003322508,0.9940347],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03341806,"threshold_uncertainty_score":0.04766673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01047160511691506,"score_gpt":0.234167512573474,"score_spread":0.223695907456559,"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."}}