{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004130709,0.0007629538,0.0003493335,0.002912358,0.00109018,0.001237999,0.0008216709,0.0004157155,0.1318573],"category_scores_gemma":[0.0009268302,0.0002715367,0.0003244331,0.001613795,0.0004454003,0.000632349,0.000825669,0.0009627371,0.06430216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004422022,"about_ca_system_score_gemma":0.0005578367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005958885,"about_ca_topic_score_gemma":0.01407063,"domain_scores_codex":[0.9994773,0.0000471179,0.0000318788,0.00008735578,0.0002986168,0.00005769121],"domain_scores_gemma":[0.9990101,0.00006270381,0.0001002346,0.0001255448,0.0005838607,0.0001174539],"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":[0.0005675767,0.000282507,0.01727641,0.0003725527,0.00003209824,0.0003070615,0.0004574933,0.000152149,0.02005771,0.002494463,0.3051524,0.6528475],"study_design_scores_gemma":[0.00001611246,0.0002591974,0.06054263,0.00009618518,0.00001263722,0.0005425722,0.0004089781,0.0001887074,0.006907755,0.0007936788,0.9301853,0.00004628895],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09066763,0.006871448,0.01121101,0.003866366,0.009522932,0.001264567,0.03664867,0.006396422,0.833551],"genre_scores_gemma":[0.06941117,0.002202174,0.008363157,0.0006253389,0.0005958023,0.000195877,0.006000451,0.0005056572,0.9121004],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1318573,"threshold_uncertainty_score":0.4411067,"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."}}