{"id":"W7132961303","doi":"","title":"Australian qualitative insights from an international project on environmental practice in social work","year":2023,"lang":"en","type":"article","venue":"Charles Sturt University Research Output (CRO)","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Future Earth","funders":"","keywords":"Social work; Thematic analysis; Qualitative research; Work (physics); Qualitative property; Field (mathematics); Service (business); Relation (database)","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":[0.02522374,0.0005192343,0.0006855769,0.003286889,0.0135566,0.005105626,0.001651006,0.001980744,0.004505676],"category_scores_gemma":[0.02594898,0.0005858166,0.0003445421,0.004938932,0.01154607,0.003375011,0.0109614,0.003287455,0.0004688663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01100911,"about_ca_system_score_gemma":0.01357587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04177969,"about_ca_topic_score_gemma":0.05844844,"domain_scores_codex":[0.9713609,0.02310028,0.0006201357,0.0007026948,0.002392439,0.001823552],"domain_scores_gemma":[0.9702791,0.02131983,0.001630891,0.001058809,0.003196697,0.002514657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001350572,0.00003409305,0.0007780777,0.0001009147,0.000001489494,0.0001705627,0.9929546,0.00002752427,0.000202541,0.002017663,0.0005027402,0.003196256],"study_design_scores_gemma":[0.00000466178,0.00004413085,0.002476254,0.0002007367,0.000002853077,0.00009679014,0.9799069,0.0000781281,0.0001853103,0.001063734,0.01593049,0.000009948241],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9362842,0.001066362,0.007207922,0.01038462,0.000180574,0.001362023,0.000427365,0.0000357093,0.04305125],"genre_scores_gemma":[0.9786485,0.001185384,0.003552944,0.00151843,0.00003740573,0.001808483,0.0001202071,0.00004490511,0.01308365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04177969,"threshold_uncertainty_score":0.1333975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2281394055967308,"score_gpt":0.4960877047318742,"score_spread":0.2679482991351434,"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."}}