{"id":"W2909403887","doi":"","title":"Parents With and Without Disabilities: Demographics, Material Hardship, and Program Participation","year":2018,"lang":"en","type":"article","venue":"ScholarSpace (University of Hawaii at Manoa)","topic":"Family and Disability Support Research","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences North","funders":"","keywords":"Demographics; License; Scope (computer science); Attribution; Work (physics); Index (typography); Psychology; Gerontology; Political science; Sociology; Social psychology; Demography; Medicine; Engineering; Law; Computer science","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":[0.0008979902,0.0001719513,0.0002412312,0.001689158,0.0006796838,0.0005800179,0.0002358525,0.0003883964,0.002567867],"category_scores_gemma":[0.003226033,0.0002105552,0.0002646428,0.001330107,0.0003190387,0.001034494,0.0008825383,0.0005526575,0.0003847693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003467594,"about_ca_system_score_gemma":0.0003402807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009656221,"about_ca_topic_score_gemma":0.01252272,"domain_scores_codex":[0.9993439,0.0001908055,0.00008421548,0.00009988178,0.000128391,0.0001527578],"domain_scores_gemma":[0.9986916,0.0002298536,0.0004952495,0.00006456688,0.0001813509,0.0003374524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005294298,0.00009832317,0.9972423,0.000005011874,0.00001378575,0.00006684945,0.0008192789,0.00001808843,0.0000820658,0.00002839707,0.0001707201,0.001402148],"study_design_scores_gemma":[0.000003419152,0.0001093562,0.9956017,0.000008130865,0.00000589721,0.0001928096,0.00368336,0.00005033323,0.00003934018,0.00002158373,0.000279935,0.000004113439],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998769,0.00005376507,0.00005852741,0.00003042171,0.000003352545,0.00002135122,0.0005682546,0.000001741151,0.000493677],"genre_scores_gemma":[0.9987276,0.00007019919,0.0000716908,0.0000404462,0.000004754376,0.00006579062,0.0007596408,0.000001794294,0.0002580227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009656221,"threshold_uncertainty_score":0.01920003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.030320901859644,"score_gpt":0.3214369516062266,"score_spread":0.2911160497465826,"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."}}