{"id":"W4407275996","doi":"10.70266/9783886177424","title":"10.70266/9783886177424","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":"Political science; Humanities; Art","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":[0.0005606955,0.001565877,0.0008143822,0.001836268,0.001422577,0.005746028,0.001639901,0.003225682,0.9461537],"category_scores_gemma":[0.001837064,0.000734492,0.0005565062,0.003111088,0.001038214,0.005937443,0.0030213,0.002146144,0.9511697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009526709,"about_ca_system_score_gemma":0.0009411335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00315256,"about_ca_topic_score_gemma":0.005019225,"domain_scores_codex":[0.9995486,0.00005504491,0.00003179151,0.0001165672,0.0001947839,0.00005310532],"domain_scores_gemma":[0.9989117,0.00035862,0.00006298578,0.0001632229,0.0002623021,0.0002410649],"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":[0.00004478507,0.00005593438,0.0001579536,0.0003312269,0.000005454284,0.00007852518,0.0001382401,0.00008573689,0.0006004982,0.006883649,0.7486448,0.2429732],"study_design_scores_gemma":[0.000007181333,0.00001025554,0.0002619541,0.000160135,0.000002318407,0.00008733391,0.00006819739,0.00004411611,0.00008135301,0.0006433445,0.9986287,0.000005114112],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001487448,0.0007318775,0.0003698225,0.0004324548,0.0003017412,0.00003930936,0.0004792879,0.0005201556,0.9969766],"genre_scores_gemma":[0.0003673441,0.0004251246,0.0001550923,0.0001942377,0.00004932766,0.00002677812,0.0002332763,0.0001800031,0.9983688],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0538463,"threshold_uncertainty_score":0.07680523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02608672566181922,"score_gpt":0.3012499621893638,"score_spread":0.2751632365275446,"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."}}