{"id":"W4411618322","doi":"10.51847/vjizchexh7","title":"10.51847/VJizcHExH7","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Education, Sociology, Communication Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Literacy; Advertising; Marketing; Psychology; Pedagogy","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":[0.0006933635,0.0005597811,0.0004798154,0.001825889,0.0007546199,0.002699648,0.000573304,0.001679917,0.8284402],"category_scores_gemma":[0.00127756,0.0002050718,0.0003059787,0.001392785,0.000507743,0.001723305,0.00148248,0.0006740825,0.7093921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005055368,"about_ca_system_score_gemma":0.0005982461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00207229,"about_ca_topic_score_gemma":0.001571949,"domain_scores_codex":[0.9995017,0.0001076351,0.00004173939,0.00009723561,0.0001423714,0.0001093671],"domain_scores_gemma":[0.9989156,0.0003903969,0.00008523244,0.0001323989,0.000271646,0.0002047785],"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":[0.0005340361,0.0008116328,0.01273661,0.0004705007,0.00002993417,0.0006584707,0.0006366312,0.0004400133,0.005190973,0.008423683,0.08884753,0.88122],"study_design_scores_gemma":[0.0001633932,0.0005308543,0.02848096,0.0007231237,0.00005315385,0.002657669,0.00202053,0.002368909,0.003333519,0.005416476,0.9541898,0.00006154592],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03187418,0.001301658,0.004149443,0.001883952,0.0008572376,0.0001710544,0.001482366,0.001458275,0.9568218],"genre_scores_gemma":[0.06253905,0.001002364,0.004068242,0.0005433466,0.0002001637,0.0001265928,0.001460552,0.0002232204,0.9298363],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1715598,"threshold_uncertainty_score":0.2447092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05241499126068964,"score_gpt":0.3450221668435014,"score_spread":0.2926071755828117,"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."}}