{"id":"W3112164766","doi":"10.1177/2167696820970689","title":"Civic Participation Profiles and Predictors Among French-Canadian Youths Transitioning Into Adulthood: A Person-Centered Study","year":2020,"lang":"en","type":"article","venue":"Emerging Adulthood","topic":"Youth Development and Social Support","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Latent class model; Biology and political orientation; Multinomial logistic regression; Politics; Civic engagement; Psychology; Social psychology; Logistic regression; Developmental psychology; Sociology; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005507313,0.0001923738,0.0002355344,0.0001206144,0.001708924,0.0001624451,0.000177834,0.0001115972,0.0003039944],"category_scores_gemma":[0.0003755423,0.0002121365,0.0000651568,0.0005442768,0.0002106173,0.0004519792,0.00002300431,0.0002068391,0.00002301794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001548659,"about_ca_system_score_gemma":0.000383627,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1007911,"about_ca_topic_score_gemma":0.2215185,"domain_scores_codex":[0.9978868,0.0003257794,0.0003073949,0.0004251557,0.0004614626,0.0005933787],"domain_scores_gemma":[0.9988625,0.00003036943,0.0001017641,0.00008943282,0.0001342555,0.0007816749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004721766,0.00003220943,0.5072736,0.00001365176,0.00002871266,0.00000717972,0.489603,0.000001439153,0.000004893089,0.00003885039,0.0001249032,0.002866833],"study_design_scores_gemma":[0.0006042973,0.000115034,0.7362068,0.00005942007,0.00005793009,1.316645e-7,0.2619891,0.0001690967,0.000009457844,0.00004411259,0.0004978555,0.0002467715],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925831,0.00007462972,0.0001216332,0.0030617,0.0002364372,0.000768641,0.00001686396,0.0001907921,0.002946198],"genre_scores_gemma":[0.998804,0.00002453301,0.0003208274,0.0002541103,0.0003394295,0.0000856297,0.00004275281,0.00002438047,0.0001043843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2289331,"threshold_uncertainty_score":0.9995907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0350528367277934,"score_gpt":0.2810402921405712,"score_spread":0.2459874554127778,"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."}}