{"id":"W2473951482","doi":"10.54195/ijpe.18241","title":"Understanding Complex Relationships between Teachers and Parents","year":2023,"lang":"en","type":"article","venue":"International Journal about Parents in Education","topic":"Parental Involvement in Education","field":"Social Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières; Université Laval","funders":"","keywords":"Transformative learning; Salient; Power (physics); Redistribution (election); Sociology; Power structure; Mathematics education; Inequality; Pedagogy; Psychology; Social psychology; Ethnography; Computer science; Political science; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.007271381,0.0003633588,0.0004139539,0.00120762,0.004903672,0.006610312,0.001169109,0.001428561,0.002937761],"category_scores_gemma":[0.01488585,0.0004861194,0.0001779877,0.0009957289,0.00611012,0.009489621,0.003492125,0.002056812,0.0002715795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0024799,"about_ca_system_score_gemma":0.0025885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008084008,"about_ca_topic_score_gemma":0.009835548,"domain_scores_codex":[0.9931231,0.005592057,0.0001614043,0.0004586925,0.0003623524,0.0003024234],"domain_scores_gemma":[0.9888595,0.008864623,0.001026321,0.0003142001,0.0005175163,0.0004178376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002224853,0.00003863757,0.02600249,0.0001570433,0.00002359324,0.001702202,0.9254383,0.0002574825,0.000567499,0.02294451,0.0008574615,0.0219885],"study_design_scores_gemma":[0.000008025721,0.00004725105,0.01572016,0.0003979565,0.00003181927,0.0009378873,0.9167101,0.0007158226,0.0004605252,0.03281286,0.03213315,0.00002434476],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.924079,0.007781654,0.0283585,0.01127831,0.0001574963,0.00008349113,0.0000912512,0.00004209612,0.02812812],"genre_scores_gemma":[0.994738,0.001732659,0.002171122,0.0002257649,0.00001695271,0.00002906515,0.00001668963,0.000007029045,0.001062651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008084008,"threshold_uncertainty_score":0.03845519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3696655359199995,"score_gpt":0.4520759684632676,"score_spread":0.08241043254326819,"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."}}