{"id":"W3001261983","doi":"","title":"The Perceived Scarcity of Gender Identity Specific Content in Canadian Social Work Programs","year":2014,"lang":"en","type":"article","venue":"TSpace (University of Toronto)","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scarcity; Identity (music); Social identity theory; Social psychology; Gender identity; Content (measure theory); Social work; Work (physics); Sociology; Psychology; Political science; Gender studies; Social group; Economics; Engineering","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001113562,0.00005396596,0.0001252788,0.00002113856,0.001380303,0.00003364012,0.0003449989,0.00008810205,0.005652931],"category_scores_gemma":[0.0001246209,0.00006092573,0.00007771926,0.0002493404,0.0004609291,0.000325391,0.00002808406,0.00009465321,0.00002253973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006460989,"about_ca_system_score_gemma":0.0002619464,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9673414,"about_ca_topic_score_gemma":0.9940112,"domain_scores_codex":[0.9988438,0.0004394776,0.00007230293,0.0001145292,0.0002654825,0.0002644013],"domain_scores_gemma":[0.9993285,0.0001462635,0.0001306345,0.00009460421,0.0001576587,0.0001423195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001208939,0.0001446619,0.2250305,0.00001236032,0.00005330175,0.000001491543,0.4856483,7.506942e-7,0.00003846697,0.178757,0.006079449,0.1041129],"study_design_scores_gemma":[0.0001286525,0.000007173633,0.6701987,0.000003184962,0.000007999741,2.843462e-8,0.1913968,0.000001439937,3.002009e-7,0.0001083353,0.1381015,0.00004596756],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6471927,0.0001465053,0.00002868936,0.01883801,0.0003244792,0.0002326401,0.000001523072,0.00001481454,0.3332207],"genre_scores_gemma":[0.994193,0.0001330436,0.0001372717,0.00003580554,0.00007780841,2.98362e-7,0.000001444873,0.000003150774,0.005418222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4451682,"threshold_uncertainty_score":0.9999198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07376372072486614,"score_gpt":0.3110195495456002,"score_spread":0.237255828820734,"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."}}