{"id":"W6923420318","doi":"10.1371/journal.pone.0318160.s002","title":"Protocol.","year":2025,"lang":"en","type":"article","venue":"Figshare","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social marketing; Intervention (counseling); Social media; Feeling; Focus group; Appeal; Social media marketing; Public engagement; Baseline (sea)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01126372,0.001096562,0.001267364,0.001920852,0.00347392,0.003970105,0.003297413,0.003294758,0.6425536],"category_scores_gemma":[0.01839344,0.000911468,0.001240177,0.00218976,0.001078375,0.001861696,0.003356026,0.002844768,0.2708429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005696106,"about_ca_system_score_gemma":0.02324183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01721493,"about_ca_topic_score_gemma":0.02834634,"domain_scores_codex":[0.9940405,0.002218035,0.0006973298,0.0009173604,0.001405911,0.0007208328],"domain_scores_gemma":[0.9864689,0.001948476,0.0004274063,0.002743432,0.006802994,0.001608825],"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":[0.002446943,0.0004724424,0.0007537755,0.002978276,0.00003729869,0.0001657825,0.0008089489,0.0001445451,0.0006671522,0.01270395,0.8525634,0.1262576],"study_design_scores_gemma":[0.0005439896,0.0002910054,0.001061434,0.0009437671,0.00002188635,0.00005082124,0.000277453,0.000065749,0.0003136662,0.001726221,0.9946864,0.00001749965],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"protocol","genre_scores_codex":[0.006134002,0.002023367,0.0173504,0.01024492,0.009605658,0.2101669,0.1564706,0.00523111,0.5827731],"genre_scores_gemma":[0.0169643,0.001920926,0.03277694,0.01430003,0.001319543,0.3503451,0.05596412,0.001986212,0.5244229],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.3574464,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06614463686148006,"score_gpt":0.3805563452005638,"score_spread":0.3144117083390837,"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."}}