{"id":"W4411656803","doi":"10.51847/ktt6m3hewj","title":"10.51847/KTt6M3heWJ","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health communication; Business; Psychology; Environmental health; Medicine; Communication","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002162963,0.00003969584,0.00006268633,0.00001514857,0.0003258483,0.00002446907,0.0002386556,0.00002730636,0.9884504],"category_scores_gemma":[0.00005643568,0.00003871504,0.00002286796,0.0001509243,0.00005405864,0.00004414133,0.00003026896,0.00003807543,0.9602337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000272771,"about_ca_system_score_gemma":0.00002541711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004738699,"about_ca_topic_score_gemma":0.00001513799,"domain_scores_codex":[0.999481,0.00007092998,0.00006925566,0.00007682554,0.0001483264,0.0001536864],"domain_scores_gemma":[0.9996305,0.00005808194,0.00001241311,0.0001895088,0.00002878963,0.00008077725],"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":[0.00000623775,0.00001307757,4.712621e-7,4.422678e-7,0.000003539675,2.174479e-7,0.0006660612,0.000001839021,0.000002345222,0.00007724939,0.04649421,0.9527343],"study_design_scores_gemma":[0.00004232883,0.00002043322,0.00005628973,0.000003735446,0.000003616905,7.142085e-8,0.00004775873,0.000009077015,0.000001003748,0.0000134923,0.9997491,0.00005315496],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007384108,0.000116825,1.369646e-7,0.004676855,0.000002898778,0.0001008435,0.000001317702,0.0000612584,0.9943014],"genre_scores_gemma":[0.001379466,0.00001455883,0.00006689431,0.0001160637,0.0001304012,0.00001750404,0.000002398363,0.000004033962,0.9982687],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9532548,"threshold_uncertainty_score":0.2506194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01630744693650022,"score_gpt":0.2461029105466605,"score_spread":0.2297954636101603,"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."}}