{"id":"W7052691554","doi":"","title":"Sources of motivation and work preferences of young graduates : a comparison between Austria, Canada and Taiwan","year":2016,"lang":"en","type":"article","venue":"University Library Linz repository (Johannes Kepler Universitat Linz)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work motivation; Affect (linguistics); Context (archaeology); Work (physics); Compensation (psychology); Nationality; Work experience","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004196131,0.0001188297,0.0001822197,0.001065197,0.001278796,0.00117496,0.0001951619,0.0002278334,0.002088751],"category_scores_gemma":[0.001045047,0.00009683669,0.0002323804,0.001214414,0.0004347621,0.000204849,0.0005603008,0.0002938246,0.0001947249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002954743,"about_ca_system_score_gemma":0.004328877,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5180863,"about_ca_topic_score_gemma":0.7547312,"domain_scores_codex":[0.9997218,0.00002231706,0.00001497988,0.00002623936,0.00009331005,0.0001213247],"domain_scores_gemma":[0.9990563,0.0001048437,0.0001478351,0.00001320782,0.0002388616,0.0004389668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001025599,0.00007668247,0.9706489,0.00003419081,0.00001887602,0.0002512102,0.01404412,0.00003845844,0.0008644856,0.0002150371,0.000387833,0.01331752],"study_design_scores_gemma":[0.000003215356,0.00005367909,0.9787402,0.00002322172,0.000005909119,0.00005613906,0.02011698,0.00006343118,0.00008664493,0.00001540035,0.0008278152,0.000007323098],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991772,0.00004369825,0.000009456873,0.00003112367,0.000001531565,0.000003494495,0.00003425012,4.973184e-7,0.0006986491],"genre_scores_gemma":[0.9987698,0.0001166707,0.00003144381,0.00002070526,0.000001049571,0.000005415025,0.00009639467,0.000001162411,0.0009572537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4819137,"threshold_uncertainty_score":0.9695035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01257125352410848,"score_gpt":0.1818684804689401,"score_spread":0.1692972269448317,"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."}}