{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001228731,0.0005511658,0.0008636165,0.0009798682,0.002295636,0.001273837,0.001483664,0.000989996,0.7709785],"category_scores_gemma":[0.01564704,0.0004078161,0.0005335712,0.002372564,0.0003991741,0.0006818576,0.0005447026,0.000862457,0.07492702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005177956,"about_ca_system_score_gemma":0.01093933,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6253135,"about_ca_topic_score_gemma":0.792384,"domain_scores_codex":[0.9995828,0.00007805401,0.00003206365,0.00006337975,0.0001451499,0.00009860734],"domain_scores_gemma":[0.9850862,0.01000322,0.0003493346,0.0007358401,0.003138365,0.0006870588],"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":[0.0004727733,0.0004615961,0.004901489,0.0006713359,0.00002555366,0.00005732914,0.0002359881,0.0006467063,0.0001162849,0.001152689,0.9749804,0.01627798],"study_design_scores_gemma":[0.007244197,0.0007893905,0.133288,0.001683567,0.0002149012,0.000291855,0.003258892,0.005283123,0.001344956,0.01062386,0.8356234,0.0003537545],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.003079441,0.00003094842,0.0004138314,0.0002217153,0.00004895534,0.0004888122,0.9887159,0.0001852559,0.006815139],"genre_scores_gemma":[0.1050048,0.000431505,0.01489871,0.001120133,0.0001077216,0.01123706,0.7608438,0.0006980232,0.1056584],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7709785,"threshold_uncertainty_score":0.7537861,"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."}}