{"id":"W7013028986","doi":"","title":"Preface","year":2020,"lang":"en","type":"book-chapter","venue":"Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Globe; Set (abstract data type); Cognition; Quarter (Canadian coin); Disadvantaged; Association (psychology)","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002760675,0.0003799952,0.0005192581,0.003537132,0.0009052812,0.0001016566,0.0006847041,0.0006795463,0.0001160328],"category_scores_gemma":[0.001915723,0.0003383307,0.0001116428,0.001282149,0.00234397,0.0002639472,0.0005085901,0.001333866,0.00003372328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004546289,"about_ca_system_score_gemma":0.004183634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005222311,"about_ca_topic_score_gemma":0.000002361699,"domain_scores_codex":[0.9949117,0.00001441649,0.0005083668,0.001241977,0.002400513,0.0009230021],"domain_scores_gemma":[0.9964011,0.0002350955,0.0001919406,0.0003379154,0.002538264,0.0002957028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003833955,0.0000543965,0.001259024,0.0008525021,0.0003057746,0.0001707408,0.0005058139,5.803968e-8,0.007536917,0.7979233,0.1225062,0.06850188],"study_design_scores_gemma":[0.001101459,0.001785671,0.000143166,0.0005683391,0.00005592429,0.0002465258,0.00009232938,0.0002104464,0.003696501,0.1766679,0.8146918,0.0007398564],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001751441,0.005094808,0.00004565198,0.004985718,0.0003202063,0.003491952,0.0009337783,0.0003892298,0.9829872],"genre_scores_gemma":[0.1432897,0.005607937,0.007360349,0.0003885941,0.0006881261,0.0009760308,0.00289082,0.0001859988,0.8386124],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6921856,"threshold_uncertainty_score":0.9999069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0815521840049866,"score_gpt":0.3737939654228146,"score_spread":0.292241781417828,"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."}}