{"id":"W4313039699","doi":"10.1504/ijsa.2022.126589","title":"Why fly electric Stakeholder perceptions of e-plane knowledge, motivations and barriers","year":2022,"lang":"en","type":"article","venue":"International Journal of Sustainable Aviation","topic":"Human-Automation Interaction and Safety","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Stakeholder; Business; Airframe; Perception; Public relations; Psychology; Engineering; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005907057,0.0001011121,0.0001645664,0.0009850308,0.0002626642,0.00004848681,0.0002572814,0.00004552814,0.01123889],"category_scores_gemma":[0.0002495777,0.0001075214,0.00009045123,0.0003646355,0.00003725673,0.0004477681,0.00006254242,0.0003238198,0.0000121443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004525335,"about_ca_system_score_gemma":0.0001940397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001000434,"about_ca_topic_score_gemma":0.000007083053,"domain_scores_codex":[0.9983451,0.0002365857,0.0006486137,0.0001336967,0.0004687246,0.0001672645],"domain_scores_gemma":[0.9974862,0.0001774245,0.0006474704,0.0001076495,0.001491916,0.00008938343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.001409892,0.001939491,0.08318245,0.00008127659,0.001746101,0.0002892785,0.0686348,0.005393418,0.009128386,0.5368567,0.278135,0.01320325],"study_design_scores_gemma":[0.004789797,0.0009225906,0.4990655,0.00004162405,0.0001517277,0.001231858,0.1521022,0.001318836,0.0004058003,0.008299267,0.3312524,0.0004184799],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9653152,0.000286092,0.01262085,0.003635272,0.001940918,0.0002660162,0.00004736125,0.00003431395,0.01585402],"genre_scores_gemma":[0.9920498,0.00002387386,0.0001013029,0.0004550133,0.0001888799,0.00002686028,0.00003578078,0.00001410884,0.007104435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5285574,"threshold_uncertainty_score":0.989665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01721460060809812,"score_gpt":0.3206204679807827,"score_spread":0.3034058673726846,"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."}}