{"id":"W4240764782","doi":"10.1002/dev.21261","title":"ISDP 2014 Abstracts","year":2014,"lang":"en","type":"article","venue":"Developmental Psychobiology","topic":"Psychology of Development and Education","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institutes of Health; National Science Foundation","keywords":"Citation; Computer science; Information retrieval; Library science; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006751782,0.000306262,0.0003053699,0.0002505801,0.0001868773,0.00002201035,0.0004416294,0.0003628012,0.01106811],"category_scores_gemma":[0.00004607788,0.0002977379,0.00007687511,0.0002004296,0.0002208479,0.00009641542,0.00004944189,0.0002891685,0.03053221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007677614,"about_ca_system_score_gemma":0.00005970829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004960834,"about_ca_topic_score_gemma":0.00002415781,"domain_scores_codex":[0.997672,0.0001781499,0.0005733231,0.0007317069,0.0001150813,0.0007297285],"domain_scores_gemma":[0.9990791,0.0001485094,0.0001851952,0.0003523156,0.00004812291,0.0001867331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001636539,0.0004102406,0.08453289,0.000007278984,0.000181692,0.000007189497,0.002901819,5.696679e-7,0.002577246,0.01415345,0.8379553,0.05710867],"study_design_scores_gemma":[0.0008369149,0.0000859649,0.5595714,0.000007230234,0.000006965206,0.0001560465,0.0004255649,5.484925e-7,0.0001992246,0.003299636,0.4350862,0.0003242547],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.553224,0.0001000217,0.0005693398,0.001406825,0.00752837,0.0001894938,0.00000363297,0.0001744845,0.4368039],"genre_scores_gemma":[0.9752626,0.00001753259,0.005370148,0.00435484,0.0004466912,0.0001145958,0.0001780965,0.00003829881,0.01421716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4750385,"threshold_uncertainty_score":0.9999475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02361780850942009,"score_gpt":0.317776334858655,"score_spread":0.2941585263492349,"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."}}