{"id":"W2896198350","doi":"10.1371/journal.pone.0204590","title":"Testing a novel multicomponent intervention to reduce meat consumption in young men","year":2018,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"Fonds de Recherche du Québec - Santé","keywords":"Intervention (counseling); Consumption (sociology); Environmental health; Randomized controlled trial; Medicine; Red meat; Psychology; Food science; Psychiatry; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002796704,0.0001020529,0.0001660982,0.0001876762,0.0000743267,0.00001902739,0.0001203948,0.00007908366,0.001227567],"category_scores_gemma":[0.0001149483,0.0001110403,0.00004801146,0.0001963292,0.00004354676,0.0000850822,0.00005374663,0.0001626026,0.002009098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001134158,"about_ca_system_score_gemma":0.000007379131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003182028,"about_ca_topic_score_gemma":0.001395262,"domain_scores_codex":[0.9987435,0.00008455732,0.0004216241,0.000285169,0.0001508172,0.0003143627],"domain_scores_gemma":[0.9993889,0.00003828183,0.00009092697,0.0002344839,0.000116563,0.000130886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005019086,0.01706988,0.4297985,0.0001454055,0.00009561957,0.000007521472,0.003815047,5.197259e-7,0.5176598,0.000821162,0.0009968497,0.02908782],"study_design_scores_gemma":[0.001445621,0.0006406197,0.9875183,0.001262432,0.00003996252,0.000006101356,0.0002458286,0.0003921106,0.008252154,0.00001832078,0.00003908822,0.0001394926],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940083,0.00006288109,0.0003104206,0.000269601,0.0002855939,0.0005514221,0.00001738058,0.00008040116,0.004414024],"genre_scores_gemma":[0.9923772,0.00000120266,0.005635638,0.00007568286,0.0001528597,0.0001808674,0.00001607823,0.00001786275,0.001542665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5577198,"threshold_uncertainty_score":0.9996855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2885575864312124,"score_gpt":0.4176477712901024,"score_spread":0.12909018485889,"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."}}