{"id":"W7111377311","doi":"10.1371/journal.pone.0329276.s001","title":"ATP+ Protocol.","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Promotion (chess); Intervention (counseling); Professional development; Early childhood; Capacity building; Early childhood education; Best practice; Child development","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":[0.01717128,0.0009782414,0.001833198,0.002014887,0.003036823,0.004480621,0.002635181,0.004426663,0.7346746],"category_scores_gemma":[0.04036609,0.001367416,0.001469193,0.001870855,0.001083797,0.002642643,0.003176106,0.004677529,0.2789834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003280749,"about_ca_system_score_gemma":0.01615014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004683941,"about_ca_topic_score_gemma":0.007948699,"domain_scores_codex":[0.9922507,0.004135911,0.001076362,0.0007771173,0.001048567,0.0007111666],"domain_scores_gemma":[0.981861,0.005354938,0.0008448802,0.003058695,0.00712949,0.001751087],"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":[0.004467263,0.0007944493,0.0004104052,0.007104781,0.00004827592,0.0001328241,0.0005132876,0.0001931788,0.0002337651,0.01052262,0.8913689,0.08421036],"study_design_scores_gemma":[0.004566757,0.0006475173,0.001279832,0.004960925,0.00004706599,0.00009997241,0.0005162003,0.0001999979,0.0003102995,0.008426635,0.9789006,0.00004421635],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.003686297,0.001965145,0.01523021,0.01006355,0.008370796,0.4003717,0.2865128,0.005205366,0.2685941],"genre_scores_gemma":[0.006978956,0.001294971,0.02097203,0.01096325,0.0006241414,0.7923499,0.03551661,0.0009017084,0.1303985],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.7346746,"threshold_uncertainty_score":0.3784545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03099716329784775,"score_gpt":0.3228499108600321,"score_spread":0.2918527475621844,"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."}}