{"id":"W6906472133","doi":"10.17603/ds2-sqf4-9k45","title":"Green social work educational resources in Canada","year":2022,"lang":"en","type":"dataset","venue":"Texas Advanced Computing Center","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Work (physics); Sustainability; Social work; Social media; Social network (sociolinguistics); Social sustainability; Focus group","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003191789,0.0005889356,0.0006754154,0.0003894487,0.0004806063,0.00006026021,0.001353362,0.0001193323,0.01692975],"category_scores_gemma":[0.000085036,0.0007086956,0.0001268174,0.001260142,0.00007691603,0.00007991025,0.001085604,0.001561805,0.0003835175],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005970269,"about_ca_system_score_gemma":0.00200839,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7426555,"about_ca_topic_score_gemma":0.8959463,"domain_scores_codex":[0.9957707,0.0003753736,0.0007835893,0.0009545144,0.001115477,0.001000353],"domain_scores_gemma":[0.9981026,0.0003663615,0.0006983707,0.0006144384,0.00007539453,0.0001428187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001006453,0.0001219899,0.007443536,0.00007026038,0.00005176242,0.0000583771,0.0001003608,0.001864181,4.407326e-7,0.000004926088,0.9884977,0.001685856],"study_design_scores_gemma":[0.0008569963,0.00001313008,0.03323891,0.0001509088,0.00002064386,0.00001183487,0.00007931,0.00002063591,3.026463e-7,0.0000484591,0.9649263,0.0006325565],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01482322,0.0002228283,7.931517e-7,0.00068526,0.001753533,0.0003968648,0.9818315,0.00006040803,0.0002256035],"genre_scores_gemma":[0.003051295,0.00000366043,0.0001555004,0.0008774119,0.0008837956,0.00002095238,0.9944607,0.0001377378,0.000408928],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1532908,"threshold_uncertainty_score":0.9995364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01201658775393102,"score_gpt":0.2637604816663922,"score_spread":0.2517438939124612,"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."}}