{"id":"W4407605853","doi":"10.70266/9783886177349","title":"10.70266/9783886177349","year":2000,"lang":"en","type":"book","venue":"Time to knit","topic":"Education Methods and Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Philosophy","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":[0.0006197946,0.001652453,0.0008859079,0.001802062,0.001508875,0.005588258,0.001705425,0.003233662,0.9470109],"category_scores_gemma":[0.001983548,0.0007396592,0.0006163392,0.003054058,0.001171642,0.006554893,0.003684006,0.002198367,0.9495929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008350405,"about_ca_system_score_gemma":0.0008384475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002429455,"about_ca_topic_score_gemma":0.003253384,"domain_scores_codex":[0.9995133,0.00006786251,0.00004066603,0.0001303388,0.0001882237,0.00005966043],"domain_scores_gemma":[0.9988934,0.0004028449,0.0000687478,0.0001555051,0.0002299077,0.0002496041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005742674,0.00006915317,0.0002344195,0.0003996979,0.000007803778,0.0001029246,0.0001917126,0.0001035207,0.0006313681,0.007111981,0.6663469,0.3247432],"study_design_scores_gemma":[0.000008790184,0.00001299281,0.0003090012,0.0001934119,0.000002937712,0.0001268746,0.00009108362,0.00004888079,0.00008814448,0.000827433,0.9982843,0.000006147268],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002343877,0.001263985,0.0006135327,0.0006192515,0.0004642719,0.00005534571,0.0005849983,0.000648819,0.9955155],"genre_scores_gemma":[0.0005546712,0.0007023604,0.0003176843,0.0003068625,0.00007552388,0.00004118901,0.0002769275,0.0002404759,0.9974842],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05298913,"threshold_uncertainty_score":0.07558244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02611327895455416,"score_gpt":0.300860046288385,"score_spread":0.2747467673338309,"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."}}