{"id":"W1502117369","doi":"10.3233/wor-2012-1438","title":"Directions for advancing the study of work transitions in the 21st century","year":2012,"lang":"en","type":"article","venue":"Work","topic":"Occupational Therapy Practice and Research","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Western University; Lakehead University; Queen's University; University of British Columbia; University of Manitoba","funders":"","keywords":"Work (physics); Disadvantaged; Deliverable; Agency (philosophy); Participatory action research; Sociology; Public relations; Identity (music); Citizen journalism; Knowledge base; Group work; Engineering ethics; Medical education; Political science; Pedagogy; Engineering; Medicine; Social science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07446946,0.001526693,0.00354293,0.005875092,0.01032151,0.02220498,0.006105347,0.01474732,0.02060354],"category_scores_gemma":[0.05419519,0.001133795,0.002562859,0.007166238,0.03345827,0.0347149,0.01418993,0.01676515,0.002763344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01493363,"about_ca_system_score_gemma":0.1178438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04063447,"about_ca_topic_score_gemma":0.05414206,"domain_scores_codex":[0.9634849,0.02640695,0.002072224,0.001750519,0.003576185,0.002709252],"domain_scores_gemma":[0.7887149,0.1526318,0.007537591,0.008892225,0.01851019,0.02371329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002356723,0.001876137,0.01274768,0.01307196,0.0001880381,0.0006763633,0.1167138,0.0009125025,0.001006606,0.304783,0.1145166,0.4332717],"study_design_scores_gemma":[0.0001313066,0.00040327,0.009141796,0.02201085,0.00008636439,0.0004284607,0.1998748,0.000622503,0.0003994995,0.295911,0.4707541,0.0002361563],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.008694245,0.1921556,0.02329115,0.7361852,0.009065522,0.0007026774,0.000331498,0.0003059549,0.02926815],"genre_scores_gemma":[0.1932311,0.4098975,0.2437736,0.125801,0.01051638,0.005656415,0.0006972773,0.0001749779,0.01025187],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07446946,"threshold_uncertainty_score":0.3938369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1150766098990818,"score_gpt":0.4862031508654919,"score_spread":0.3711265409664101,"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."}}