{"id":"W3204844519","doi":"10.1177/0192513x211044735","title":"Toward a Better Understanding of the Associations Among Different Measures of Father Involvement and Parenting Alliance","year":2021,"lang":"en","type":"article","venue":"Journal of Family Issues","topic":"Parental Involvement in Education","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; Université de Montréal; Université Laval","funders":"Canada Research Chairs","keywords":"Alliance; Psychology; Developmental psychology; Parenting styles; Clinical psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01680065,0.0005126484,0.0009720112,0.002827258,0.000440077,0.001702702,0.0008458368,0.0004432332,0.001700373],"category_scores_gemma":[0.02698345,0.0003908042,0.000616971,0.002380166,0.001007594,0.003317899,0.00146739,0.001434556,0.0001681423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003128493,"about_ca_system_score_gemma":0.0006277083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002573469,"about_ca_topic_score_gemma":0.00425922,"domain_scores_codex":[0.9948075,0.003899139,0.0003336342,0.0004456874,0.0003788966,0.0001351043],"domain_scores_gemma":[0.9593033,0.03154099,0.005538614,0.001527272,0.001283069,0.0008068729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005161052,0.00008926525,0.9848675,0.0001110776,0.0002140502,0.00003733471,0.00193783,0.0001668491,0.0004382271,0.0004685692,0.00003395887,0.0115838],"study_design_scores_gemma":[0.000004575375,0.0001229105,0.9966685,0.00007275569,0.0000485191,0.0001216521,0.001299612,0.0005572999,0.0001469813,0.0005755887,0.0003675498,0.00001404806],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831554,0.003556654,0.01061079,0.0004544113,0.00002108119,0.000057957,0.0002304387,0.00002194615,0.001891343],"genre_scores_gemma":[0.9891783,0.001306913,0.008896447,0.00006099778,0.00002737068,0.00008451776,0.0002136822,0.000009661509,0.0002221829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01680065,"threshold_uncertainty_score":0.08885133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2643652495965891,"score_gpt":0.37049809767653,"score_spread":0.1061328480799409,"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."}}