{"id":"W2536814897","doi":"10.1177/0895904816673739","title":"Parental Involvement Initiatives: An Analysis","year":2016,"lang":"en","type":"article","venue":"Educational Policy","topic":"Parental Involvement in Education","field":"Social Sciences","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Typology; Mental health; Psychology; Parenting skills; Developmental psychology; Public relations; Political science; Sociology; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005779621,0.0002519154,0.0003109957,0.003607617,0.002919247,0.002167258,0.000921305,0.00054105,0.006740266],"category_scores_gemma":[0.02040213,0.0002167023,0.0008659583,0.006369522,0.0008562686,0.002276158,0.004001935,0.001184015,0.0003860312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005126601,"about_ca_system_score_gemma":0.006208396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02791883,"about_ca_topic_score_gemma":0.03648398,"domain_scores_codex":[0.9939111,0.002684562,0.0004103081,0.0004090159,0.001266095,0.001318858],"domain_scores_gemma":[0.9846587,0.008857175,0.002342071,0.0005851234,0.002155702,0.001401173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002255248,0.0004704203,0.7508749,0.0005954229,0.0001228063,0.0008739672,0.08368146,0.000325201,0.0001632504,0.01754579,0.005798607,0.1393227],"study_design_scores_gemma":[0.00002156568,0.000188824,0.7619814,0.0009133887,0.0001472572,0.0006236624,0.1985062,0.0008242824,0.0002788518,0.001596609,0.03489048,0.00002758739],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9632114,0.00220933,0.001585828,0.001904738,0.00004800655,0.0002606366,0.0008978411,0.00002400768,0.02985827],"genre_scores_gemma":[0.9938764,0.001808996,0.000784478,0.0001911775,0.0000132501,0.0002002723,0.000650682,0.00001692805,0.002457895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02791883,"threshold_uncertainty_score":0.05551261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06702613900074172,"score_gpt":0.4259740669674943,"score_spread":0.3589479279667526,"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."}}