{"id":"W4236132534","doi":"10.1002/imhj.20316","title":"Opening remarks","year":2011,"lang":"en","type":"article","venue":"Infant Mental Health Journal","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Mental health; Library science; Media studies; History; Sociology; Psychiatry; Medicine; Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005171024,0.000112999,0.0001585466,0.00007720365,0.0005177285,0.00002668429,0.0001603135,0.00004626642,0.005644997],"category_scores_gemma":[0.000003267065,0.0000930192,0.00008375564,0.00008959311,0.00003253443,0.00009947726,0.00003343101,0.0003420108,0.000405059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001066014,"about_ca_system_score_gemma":0.0001147903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001288528,"about_ca_topic_score_gemma":0.00001384312,"domain_scores_codex":[0.998709,0.00009339658,0.0004280142,0.0001592833,0.000208799,0.000401524],"domain_scores_gemma":[0.9993736,0.000007447893,0.0001887756,0.00008571996,0.00002621491,0.0003182525],"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":[0.0008414784,0.001146603,0.06131512,0.00005924253,0.0002071839,0.0001591034,0.06158611,2.290382e-7,0.0001030951,0.02512301,0.4744384,0.3750204],"study_design_scores_gemma":[0.001513096,0.0002609301,0.7443972,0.0004309234,0.000004023316,0.001620701,0.001992316,0.000002172423,0.00002551888,0.002249852,0.2472771,0.0002262477],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3522126,0.006018787,0.001418181,0.02013774,0.02752824,0.0008390387,0.00005253712,0.0001382705,0.5916546],"genre_scores_gemma":[0.9776642,0.0006878825,0.003405177,0.01210818,0.001084636,0.000006160582,0.00002255228,0.00002479954,0.004996453],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.683082,"threshold_uncertainty_score":0.995264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0485904488411797,"score_gpt":0.3391874526718586,"score_spread":0.2905970038306789,"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."}}