{"id":"W4313410748","doi":"10.1007/s12144-022-04207-3","title":"Career counselling for adults with newly acquired mobility disability","year":2022,"lang":"en","type":"article","venue":"Current Psychology","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychology; Accommodation; Psychological intervention; Career counseling; Narrative; Population; Narrative review; Career development; Applied psychology; Social psychology; Psychotherapist; Sociology; Psychiatry","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":[0.001178105,0.0001138191,0.0001688009,0.00002429695,0.0007860788,0.00002897654,0.0003652732,0.00005669746,0.002044859],"category_scores_gemma":[0.00008410192,0.0001099461,0.00008780236,0.0002566065,0.0007129263,0.00008626728,0.00002480303,0.0001632754,0.0000160409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002830327,"about_ca_system_score_gemma":0.0001590069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002945175,"about_ca_topic_score_gemma":0.001180861,"domain_scores_codex":[0.9981224,0.0003548257,0.0002514035,0.0005315445,0.0003379537,0.0004018536],"domain_scores_gemma":[0.9990227,0.0001892466,0.00008684982,0.0004262812,0.0001219528,0.00015292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002802034,0.01293078,0.3353697,0.0002578972,0.00008349968,7.624419e-7,0.2192861,0.0004228153,0.0000280519,0.03605366,0.09461858,0.2981461],"study_design_scores_gemma":[0.001091846,0.0002658058,0.01284618,0.000007966017,0.00001868519,7.889873e-7,0.01651597,0.00003658015,0.000002516548,0.005047582,0.9639712,0.0001949073],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763119,0.0004200478,0.002061751,0.01229203,0.004742817,0.001547977,0.00009681718,0.0001285418,0.002398108],"genre_scores_gemma":[0.9975594,0.00005187168,0.0001889147,0.0005856167,0.0002641462,0.001062453,0.00007622852,0.00001150134,0.0001998888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8693526,"threshold_uncertainty_score":0.9988674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09331115744143187,"score_gpt":0.4136309931019115,"score_spread":0.3203198356604797,"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."}}