{"id":"W2795057860","doi":"","title":"The impacts for social workers of providing social work services in rural northeastern Ontario communities.","year":2018,"lang":"en","type":"dissertation","venue":"Lu Zone Ul (Laurentian University)","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social work; Work (physics); Geography; Environmental planning; Sociology; Economic growth; Engineering; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004776023,0.0002242843,0.000351345,0.0001541376,0.003338866,0.0001854052,0.001167462,0.0003814125,0.0001096247],"category_scores_gemma":[0.0000143823,0.0002216401,0.0002794582,0.001144335,0.0005438651,0.0003585526,0.00007138427,0.0003378436,0.000003833124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00066954,"about_ca_system_score_gemma":0.001110612,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4796697,"about_ca_topic_score_gemma":0.9981,"domain_scores_codex":[0.9981294,0.0002017728,0.0002697697,0.0002074119,0.0005764624,0.0006152175],"domain_scores_gemma":[0.9987174,0.0001369643,0.0006794014,0.0001338399,0.0002449089,0.00008752781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007520363,0.00007572189,0.1070961,0.0001291595,0.0001288757,0.000003713687,0.8732724,0.00000150252,0.00000424307,0.006684372,0.001395642,0.01045622],"study_design_scores_gemma":[0.0005226654,0.00004292274,0.08490703,0.0003202411,0.00008765745,4.514803e-8,0.8192726,0.000003536115,0.000005742088,0.0002705921,0.09428492,0.0002819787],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9802849,0.0001292757,0.00001139709,0.0005793042,0.001207597,0.000591871,0.0000345827,0.00003072343,0.01713039],"genre_scores_gemma":[0.9458438,0.00004129365,0.00003550795,0.0000149773,0.0004438797,0.000004289146,0.0001373553,0.0000184458,0.05346042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5184302,"threshold_uncertainty_score":0.9979587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01804699449925542,"score_gpt":0.2557337496720343,"score_spread":0.2376867551727789,"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."}}