{"id":"W6921403104","doi":"10.6084/m9.figshare.c.5412789","title":"Identifying and predicting food parenting practice profiles among Canadian parents","year":2021,"lang":"en","type":"other","venue":"Figshare","topic":"Communism, Protests, Social Movements","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Overeating; Healthy eating; Emotional eating; Affect (linguistics); Latent class model; Eating behavior; Young adult","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":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002899139,0.0002753812,0.0002933745,0.000207605,0.001106735,0.0006574799,0.0005260386,0.0004668039,0.1107971],"category_scores_gemma":[0.008563722,0.0003507354,0.00007886506,0.0003494084,0.00004861827,0.0002862457,0.0004298241,0.0005476485,0.0001240148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000332865,"about_ca_system_score_gemma":0.0009434919,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4118844,"about_ca_topic_score_gemma":0.8850189,"domain_scores_codex":[0.99748,0.0004894995,0.0002632347,0.0004647739,0.0006140815,0.0006883641],"domain_scores_gemma":[0.9982559,0.000293707,0.0005458478,0.0003383029,0.0001801809,0.0003860521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001389158,0.00005353884,0.04388463,0.00100006,0.0003597643,0.0001054916,0.02230995,2.064042e-7,0.000001650631,0.0001164878,0.9221715,0.009995301],"study_design_scores_gemma":[0.0001399351,0.00001188163,0.007430929,0.0116926,0.00004238212,0.000001041962,0.02179511,0.000003541307,0.00000488329,0.00004676857,0.9584156,0.0004153294],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000468691,0.00596714,3.495761e-7,0.0002164268,0.0006310372,0.001738018,0.06849281,0.0003613819,0.9221241],"genre_scores_gemma":[0.3361462,0.0007194148,0.001597178,0.001268405,0.006761721,0.003381697,0.2167111,0.002009191,0.4314051],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4907191,"threshold_uncertainty_score":0.9998944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08839834873787265,"score_gpt":0.347953164766573,"score_spread":0.2595548160287003,"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."}}