{"id":"W2734989716","doi":"","title":"Finland and Finns in five major Canadian dailies. An Ethnorelative Model for De-Stereotyping","year":2013,"lang":"en","type":"other","venue":"Tampere University Institutional Repository (Tampere University)","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychology; Political science; Demography; Geography; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001716419,0.0004783018,0.0004226479,0.002354395,0.02475484,0.003917612,0.001826442,0.0009738689,0.005838513],"category_scores_gemma":[0.003329576,0.0003334539,0.0002069106,0.003470893,0.004981014,0.001711296,0.003430209,0.001540372,0.000307223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03250955,"about_ca_system_score_gemma":0.02848011,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9668573,"about_ca_topic_score_gemma":0.9935358,"domain_scores_codex":[0.9984866,0.0002478918,0.00004743563,0.0002579905,0.0002470879,0.0007127958],"domain_scores_gemma":[0.9985422,0.0003095332,0.0001567258,0.0000755704,0.0005357331,0.000380117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009441068,0.000029214,0.03066895,0.00003900626,0.000007565119,0.0003640632,0.9501017,0.00004341593,0.0004251398,0.004763294,0.001566509,0.01189686],"study_design_scores_gemma":[0.000002151348,0.0000099945,0.0324317,0.00004253806,0.000004581213,0.00004993716,0.9572654,0.00005200433,0.000117313,0.0002202755,0.009791273,0.0000128025],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9782792,0.0002105692,0.0001493702,0.000326251,0.00001475218,0.00004444054,0.0002197265,0.000003482196,0.02075224],"genre_scores_gemma":[0.9894179,0.0001311903,0.000242836,0.000116567,0.000002146935,0.00002411693,0.0001804778,0.000007053063,0.009877749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03314269,"threshold_uncertainty_score":0.2358744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01946327941206393,"score_gpt":0.1897772182117732,"score_spread":0.1703139387997092,"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."}}