{"id":"W4395956358","doi":"10.29173/cjfy30068","title":"“I Don’t Really Have Many”: Student Parents Navigating Social Supports","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Family and Youth / Le Journal Canadien de Famille et de la Jeunesse","topic":"Parental Involvement in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; Brock University","funders":"Brock University","keywords":"Psychology; Internet privacy; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.002731137,0.0002366953,0.0003054581,0.0004257269,0.006605292,0.002967457,0.0007339585,0.001054372,0.001387732],"category_scores_gemma":[0.005910268,0.0002932098,0.0002185569,0.0005220902,0.004046384,0.002210821,0.002807144,0.001467731,0.0001304077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002971584,"about_ca_system_score_gemma":0.005099813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04725127,"about_ca_topic_score_gemma":0.09335202,"domain_scores_codex":[0.9979856,0.001296693,0.00006412948,0.0001120012,0.0002043203,0.0003372502],"domain_scores_gemma":[0.9974142,0.001018734,0.0004889754,0.00009681476,0.0002975724,0.0006836595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003013436,0.00003484523,0.05367872,0.00006823349,0.00001082998,0.00189293,0.932219,0.00002804907,0.0003491954,0.001077233,0.00116438,0.009446407],"study_design_scores_gemma":[0.000002844923,0.00003819563,0.01031994,0.00006539818,0.000007977095,0.0003537964,0.9835631,0.00003315616,0.00009503145,0.0002347146,0.005277723,0.000008106528],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945733,0.0003231144,0.0003043866,0.002352963,0.00003200621,0.00001613653,0.00001878052,0.000006060753,0.002373225],"genre_scores_gemma":[0.9987714,0.0002833815,0.0001544895,0.0002808289,0.00000647428,0.00001641552,0.00001004581,0.000002722169,0.0004743744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04725127,"threshold_uncertainty_score":0.09395248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03084508388058178,"score_gpt":0.3406538483941763,"score_spread":0.3098087645135945,"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."}}