{"id":"W2747623319","doi":"10.1071/aj13126","title":"Case study: maximising return on health, safety, environment, and quality (HSE&Q) investments","year":2014,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Intertek (Canada)","funders":"","keywords":"Coaching; Workforce; Productivity; Sustainability; Best practice; Harm; Business; Mental health; Quality (philosophy); Process (computing); Process management; Operations management; Engineering; Psychology; Computer science; Management; Political 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":[0.004146839,0.0006044959,0.0003660371,0.001307252,0.004254423,0.003644056,0.00199997,0.00375599,0.008996287],"category_scores_gemma":[0.005336453,0.0003257652,0.0006992306,0.001194661,0.00217957,0.002547998,0.004264811,0.002126936,0.001398743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005167506,"about_ca_system_score_gemma":0.005773381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01675084,"about_ca_topic_score_gemma":0.03526798,"domain_scores_codex":[0.9955094,0.002052011,0.0001683046,0.0003153847,0.0008190526,0.001135824],"domain_scores_gemma":[0.9965155,0.001366485,0.0002604711,0.0002167126,0.0006276878,0.001013014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001504194,0.008707405,0.08171936,0.0028417,0.0001924707,0.09876183,0.1086942,0.0584182,0.01825424,0.2515758,0.09498781,0.2743428],"study_design_scores_gemma":[0.0003175089,0.005105238,0.05103219,0.002410766,0.0001346152,0.018534,0.3422159,0.04819888,0.01738844,0.02989156,0.4844536,0.0003173854],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7802297,0.0011372,0.02362501,0.01411478,0.0002975088,0.001517413,0.0006146625,0.0002143334,0.1782493],"genre_scores_gemma":[0.9338279,0.000920909,0.02606472,0.0007428057,0.00003742597,0.0003640068,0.0002027376,0.00005895265,0.03778053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01675084,"threshold_uncertainty_score":0.03749299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2664428219783356,"score_gpt":0.5095583404319263,"score_spread":0.2431155184535907,"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."}}