{"id":"W2513006853","doi":"10.1177/1470595816660118","title":"Discourses of contradiction","year":2016,"lang":"en","type":"article","venue":"International Journal of Cross Cultural Management","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Acadia University; Sheridan College","funders":"","keywords":"Construct (python library); Gender studies; Oppression; Sociology; Resistance (ecology); Empowerment; Contradiction; TRACE (psycholinguistics); Islam; Media studies; Political science; Politics; Law; History; Epistemology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000392086,0.0000592971,0.00009636577,0.00009430606,0.0000854567,0.0001279909,0.0003092589,0.00003026719,0.0002902017],"category_scores_gemma":[0.0001394349,0.00003312771,0.0001137058,0.00005825545,0.0002273815,0.001174351,0.0000170017,0.00003761878,0.000009636381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001545758,"about_ca_system_score_gemma":0.00003157532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009642685,"about_ca_topic_score_gemma":0.0002533584,"domain_scores_codex":[0.9987172,0.00005421725,0.0003872113,0.00006715187,0.0006816952,0.00009252334],"domain_scores_gemma":[0.9983485,0.0000358177,0.0004120124,0.00004629404,0.001112101,0.00004532802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002698752,0.0001772288,0.018406,0.00001026116,0.000464606,0.00001868136,0.008754189,0.00005948704,0.006604897,0.8244733,0.01274332,0.1280182],"study_design_scores_gemma":[0.002364009,0.0002164666,0.138199,0.0004582217,0.0000794537,0.00001965797,0.008290797,0.0000201491,0.008063124,0.01815679,0.8239122,0.0002201214],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9510773,0.0001565171,0.007946908,0.006789564,0.002894736,0.0001363703,0.00001388534,0.00001486679,0.03096986],"genre_scores_gemma":[0.9916283,0.0007179281,0.0002685302,0.0000526959,0.0005916373,0.000001979317,0.000002063797,0.000002927929,0.006733943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8111688,"threshold_uncertainty_score":0.3177505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01966248255996693,"score_gpt":0.3843026449847419,"score_spread":0.3646401624247749,"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."}}