{"id":"W2767662414","doi":"10.1177/1048291117739417","title":"The Job Content, Context, and Requirements of Regulated Home-Based Childcare Workers","year":2017,"lang":"en","type":"article","venue":"NEW SOLUTIONS A Journal of Environmental and Occupational Health Policy","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Remuneration; Housekeeping; Context (archaeology); Affect (linguistics); Work (physics); Business; Psychology; Mental health; Qualitative research; Nursing; Applied psychology; Public relations; Medicine; Sociology; Engineering; Political science; Geography; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006424565,0.0001185707,0.0002711395,0.0001279712,0.003231226,0.00002102685,0.0001603859,0.00008254023,0.0000443381],"category_scores_gemma":[0.0001240257,0.00008463643,0.0000782509,0.00004716394,0.0004060797,0.0001635954,0.00009038254,0.0002622966,0.000003578625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002952279,"about_ca_system_score_gemma":0.0009862048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002538349,"about_ca_topic_score_gemma":0.0003818548,"domain_scores_codex":[0.9983071,0.0001917024,0.0007230621,0.0001168562,0.0002911703,0.000370081],"domain_scores_gemma":[0.9979293,0.0002370659,0.001265281,0.0002154136,0.00005580167,0.0002971526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001386619,0.0001536609,0.8259171,0.0001205226,0.0001343574,0.000002203073,0.002820667,0.000009217171,0.0003317369,0.004037175,0.0249242,0.1401626],"study_design_scores_gemma":[0.002445737,0.0003290219,0.9847223,0.0002492352,0.0000242888,0.000009794519,0.002700034,0.00001547807,0.000004496329,0.0005905044,0.008840069,0.00006903057],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9575571,0.007027285,0.0001522647,0.03381177,0.0005512498,0.0004320868,0.0001738389,0.000005977052,0.000288424],"genre_scores_gemma":[0.9966082,0.001590039,0.0002000411,0.0006955774,0.0003885397,0.00000443627,0.0000113322,0.000009995941,0.0004918703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1588052,"threshold_uncertainty_score":0.9980664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1094438134347482,"score_gpt":0.4191982708510594,"score_spread":0.3097544574163112,"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."}}