{"id":"W7071916856","doi":"","title":"In/visible families : exploring the experiences of lesbian, gay, bisexual, queer, trans-identified, and two-spirited parents in Northern Ontario school communities / by Natalie Rowlandson.","year":2017,"lang":"en","type":"dissertation","venue":"Knowledge Commons (Lakehead University)","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Narrative; Heterosexism; Perception; Narrative inquiry; Representation (politics); Qualitative research; Participant observation; Semi-structured interview; Self-disclosure","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000269428,0.0003722968,0.0007844344,0.001233961,0.0004772381,0.00005570351,0.0007626796,0.0002641521,0.00002854756],"category_scores_gemma":[0.0001380896,0.0003350004,0.00009740525,0.0005797113,0.0005588598,0.0005021698,0.0001253597,0.001121837,0.000005008642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00037193,"about_ca_system_score_gemma":0.00067255,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05208204,"about_ca_topic_score_gemma":0.9904731,"domain_scores_codex":[0.9983067,0.0001781151,0.0004424682,0.0004409063,0.0002346146,0.0003971875],"domain_scores_gemma":[0.9981758,0.0001615869,0.0002743682,0.001000461,0.0002648787,0.0001229031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006608117,0.0003705118,0.8486365,0.0007066826,0.00008915705,0.00007282389,0.1431058,0.000001577549,0.0001339973,0.0001761195,0.0005480319,0.00549798],"study_design_scores_gemma":[0.003731377,0.0003553051,0.4107194,0.002823404,0.0001509661,0.00001216184,0.5150861,0.000005099995,0.00188852,0.00009465321,0.06460209,0.0005308965],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9716318,0.006751833,0.000002362764,0.0001727016,0.000571509,0.0007238384,0.00002369264,0.00006375759,0.02005849],"genre_scores_gemma":[0.9828574,0.0004239524,0.000004397172,0.00000222824,0.00002747784,0.00004964363,0.0003110553,0.00002821083,0.01629563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9383911,"threshold_uncertainty_score":0.9999102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1052655575723425,"score_gpt":0.3271700706161224,"score_spread":0.2219045130437798,"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."}}