{"id":"W11758993","doi":"10.2486/indhealth.39.309","title":"Weekly Ad Roundup – Color, Vibrancy, and Determination","year":2014,"lang":"en","type":"article","venue":"Industrial Health","topic":"Chemistry and Stereochemistry Studies","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Photo elicitation; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002857709,0.0001898584,0.0003083148,0.00001705771,0.0002755086,0.00005156727,0.0001260049,0.000260576,0.0001497336],"category_scores_gemma":[0.0002611753,0.0001931425,0.00004594068,0.00006226314,0.00009227447,0.00008441842,0.00007395766,0.0003406241,0.000009435138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001264613,"about_ca_system_score_gemma":0.0001244131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000695478,"about_ca_topic_score_gemma":0.00002362842,"domain_scores_codex":[0.9987439,0.00003113559,0.0003517203,0.0003434573,0.0001870996,0.0003427187],"domain_scores_gemma":[0.9991341,0.0001903832,0.0001879819,0.0002487241,0.00004016368,0.0001986654],"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":[0.0004611686,0.0002677263,0.01183867,0.001271338,0.00008249247,0.00001278239,0.001048933,0.000002282549,0.08061004,0.0002027527,0.02297804,0.8812238],"study_design_scores_gemma":[0.009080521,0.0004162402,0.00181844,0.000760941,0.00006722882,0.0001384922,0.001338248,0.001444591,0.3034973,0.001187786,0.6790459,0.001204314],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9640085,0.0003571265,0.00006408088,0.004183819,0.0002616444,0.000110084,0.00005148385,0.0001401637,0.03082311],"genre_scores_gemma":[0.9936156,0.00007948165,0.0001218427,0.0002223911,0.0008400739,0.00002079013,0.00004601556,0.0000158231,0.005038023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8800195,"threshold_uncertainty_score":0.7876124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04865648510217072,"score_gpt":0.2903617734886893,"score_spread":0.2417052883865186,"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."}}