{"id":"W2051188971","doi":"10.1002/ss.11","title":"Balancing the Role of Parents in the Residential Community","year":2001,"lang":"en","type":"article","venue":"New Directions for Student Services","topic":"Family and Disability Support Research","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Psychology; Public relations; Pedagogy; Sociology; Political 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":[],"consensus_categories":[],"category_scores_codex":[0.001068002,0.00008152363,0.0001194416,0.00006615819,0.0004465513,0.00004749357,0.0007595756,0.00005096349,0.0002457065],"category_scores_gemma":[0.00002541885,0.00005101151,0.00008338739,0.0003778692,0.00005966278,0.00007483652,0.00009824875,0.0002659773,0.00002971229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002447198,"about_ca_system_score_gemma":0.00002326233,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08246123,"about_ca_topic_score_gemma":0.1144748,"domain_scores_codex":[0.9986392,0.0004965457,0.0002420848,0.0001299647,0.0002631239,0.000229142],"domain_scores_gemma":[0.9986205,0.0006743834,0.00006069114,0.0005621713,0.00005045992,0.00003181151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001031538,0.0007569909,0.9559312,0.00002076823,0.00005469282,8.501792e-7,0.03608874,0.00001075265,0.0001546488,0.0008175847,0.0007330464,0.005327614],"study_design_scores_gemma":[0.0003836744,0.00007592278,0.7680898,0.00001296522,0.00002008002,0.00000408555,0.2101719,0.00001543823,0.00005573158,0.001809557,0.01931828,0.00004260235],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9681957,0.0004898864,0.00001367565,0.00063755,0.0003193004,0.0005189401,0.00001016295,0.00002194396,0.02979289],"genre_scores_gemma":[0.9988038,0.0000266632,0.00001102646,0.0002001542,0.00009898045,0.0001615629,0.00001603896,0.00000687622,0.0006749037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1878414,"threshold_uncertainty_score":0.9236487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03906457573527208,"score_gpt":0.4008370816263618,"score_spread":0.3617725058910898,"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."}}