{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001606963,0.0001201853,0.0001199646,0.0007029106,0.0006233559,0.0003758995,0.0004282271,0.0001015906,0.0001100338],"category_scores_gemma":[0.0006994716,0.0001360944,0.00004284036,0.0005388879,0.000152368,0.000765199,0.00006124408,0.0003980421,0.00009136301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002003431,"about_ca_system_score_gemma":0.0004682424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001083256,"about_ca_topic_score_gemma":0.001411171,"domain_scores_codex":[0.9978216,0.0004049562,0.0004546082,0.0002195785,0.0007975762,0.000301718],"domain_scores_gemma":[0.9989902,0.000263477,0.0002698917,0.00009211618,0.000185388,0.0001989325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000005970864,0.0001790037,0.9426938,0.00000314791,0.00003759964,0.000001644011,0.03570184,0.00005255155,0.00003650941,0.006903122,0.006395088,0.007989773],"study_design_scores_gemma":[0.0002646628,0.000008813002,0.8477885,0.000146819,0.00001187701,0.000003535617,0.09870878,0.00005747312,0.000006960785,0.03266345,0.0201993,0.0001398359],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981145,0.00009843533,0.000342564,0.005331694,0.00514764,0.0002151114,0.00001746286,0.00007062552,0.007631482],"genre_scores_gemma":[0.9965677,0.0008830415,0.0002532165,0.000113305,0.00118503,0.00002891995,0.0002918149,0.00001451707,0.0006624756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09490526,"threshold_uncertainty_score":0.5549767,"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."}}