{"id":"W4238794506","doi":"10.32920/ryerson.14654721","title":"Networking care : immigrant women's access to childcare","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Research in Social Sciences","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ingenuity; Immigration; Social capital; Sociology; Service (business); Qualitative research; Gender studies; Political science; Public relations; Economic growth; Business; Social science; Economics; Law; Marketing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001226002,0.0001980176,0.0001825536,0.0004138349,0.006976328,0.002493074,0.0006427924,0.0007177367,0.005178617],"category_scores_gemma":[0.003856721,0.0001493825,0.0001706131,0.0005058243,0.002048404,0.001424334,0.003919877,0.0008799046,0.0001883212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003111556,"about_ca_system_score_gemma":0.00479597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1285402,"about_ca_topic_score_gemma":0.2432043,"domain_scores_codex":[0.9992378,0.0003722655,0.00002237917,0.000054931,0.00006607858,0.0002465175],"domain_scores_gemma":[0.9990841,0.0003224486,0.0001398615,0.00003625502,0.00009560357,0.0003216577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004805106,0.00004585781,0.04450362,0.0001466323,0.000009293454,0.001847321,0.9153202,0.00003009256,0.0007943896,0.004178368,0.003445852,0.02963032],"study_design_scores_gemma":[0.000002906212,0.00003525104,0.01513261,0.0001217925,0.000005597828,0.0003711569,0.9653286,0.00002733032,0.00007892211,0.0002228413,0.01866517,0.000007863906],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9636284,0.001305048,0.0001257161,0.004828072,0.0001207689,0.00004179035,0.00007902497,0.000009622466,0.02986154],"genre_scores_gemma":[0.9928249,0.001171066,0.0001653721,0.0008268637,0.00002581731,0.00002975473,0.00004034855,0.000007790791,0.004908113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1285402,"threshold_uncertainty_score":0.2555839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07420902613084748,"score_gpt":0.4379349844949539,"score_spread":0.3637259583641064,"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."}}