{"id":"W6958607156","doi":"10.6084/m9.figshare.28455888","title":"Additional file 1 of The employment preferences of young people in Canada: a discrete choice experiment","year":2025,"lang":"en","type":"article","venue":"Figshare","topic":"Enzyme Structure and Function","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Set (abstract data type); Preference; Work (physics); Conjoint analysis","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000007178024,0.00004542933,0.00007666966,0.00001783888,0.0000208526,0.00000442218,0.0001288117,0.00001629269,0.9845149],"category_scores_gemma":[0.0003828468,0.00003076116,0.00001807901,0.0001144609,0.000004604784,0.0000291832,0.00006481296,0.00002770936,0.00002315685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006801457,"about_ca_system_score_gemma":0.0004482812,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1335721,"about_ca_topic_score_gemma":0.8569718,"domain_scores_codex":[0.9995672,0.00001940783,0.0001160404,0.00008889382,0.000138659,0.00006983688],"domain_scores_gemma":[0.9995793,0.0001937196,0.0000762975,0.0001118259,0.00002840386,0.00001053201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000002158807,0.000004491579,0.000164719,0.00002629518,0.00000187822,6.748346e-8,0.000046143,0.00001314494,0.001379968,0.000007043869,0.9983134,0.000040698],"study_design_scores_gemma":[0.0001426113,0.00002417361,0.4831304,0.002599104,0.000003916212,5.947899e-7,0.0003070945,0.00004085177,0.1268976,0.00005888036,0.3866994,0.00009540657],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.00464984,0.00002208188,8.499486e-8,0.00001543078,0.00005948401,0.00009182366,0.9788897,0.000003876343,0.0162677],"genre_scores_gemma":[0.8041618,1.618534e-7,0.0000692211,0.00003718067,0.00002849603,0.0006545987,0.1918482,0.000005408021,0.003194885],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.9844917,"threshold_uncertainty_score":0.8721976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01490975629560505,"score_gpt":0.2272673143139485,"score_spread":0.2123575580183435,"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."}}