{"id":"W4378221319","doi":"10.17645/si.v11i2.7183","title":"Effecting Systemic Change: Critical Strategic Approaches for Social Inclusion","year":2023,"lang":"en","type":"article","venue":"Social Inclusion","topic":"Community Health and Development","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Queen's University; McGill University","keywords":"Inclusion (mineral); Sociology; Critical theory; Epistemology; Social science","routes":{"ca_aff":true,"ca_fund":true,"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":["sts","open_science"],"consensus_categories":[],"category_scores_codex":[0.004408631,0.0002479138,0.0004757284,0.0002260574,0.0384432,0.000019675,0.0003580077,0.0006389582,0.00006534775],"category_scores_gemma":[0.0006731924,0.0002376794,0.0001518161,0.0007039158,0.00009220502,0.0001384837,0.008381283,0.0009900428,0.0002109559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008159284,"about_ca_system_score_gemma":0.0006128646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008364793,"about_ca_topic_score_gemma":0.0007798835,"domain_scores_codex":[0.9958851,0.001367338,0.0007194022,0.000354105,0.0005601663,0.001113915],"domain_scores_gemma":[0.996811,0.00234835,0.00022557,0.0001786849,0.0002376417,0.0001986998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0007573007,0.0003298504,0.003709486,0.0138737,0.00004953265,0.0000190294,0.7386707,0.000002305701,0.002004913,0.1096433,0.01769415,0.1132457],"study_design_scores_gemma":[0.01216555,0.0009938503,0.04448657,0.004297597,0.0002613342,0.00001290472,0.3624142,0.01511223,0.0001184018,0.5073841,0.04987062,0.002882711],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9530712,0.000328028,0.0003979535,0.03200808,0.002879857,0.004838727,0.00007971273,0.0009574072,0.005439063],"genre_scores_gemma":[0.9919977,0.00003795831,0.0001852357,0.002048041,0.00350561,0.001602409,0.0002784638,0.00006025774,0.0002843586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3977408,"threshold_uncertainty_score":0.9996387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4872980240198534,"score_gpt":0.5272390776743692,"score_spread":0.03994105365451578,"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."}}