{"id":"W3181223944","doi":"","title":"RASC Outreach: Endless Opportunities for Creative Engagement with Novice Observers","year":2018,"lang":"en","type":"article","venue":"Journal of the Royal Astronomical Society of Canada","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Outreach; Psychology; Human–computer interaction; Computer science; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.02786944,0.001036337,0.0008424645,0.001525295,0.02283753,0.01797648,0.005497765,0.008564075,0.07819971],"category_scores_gemma":[0.06396654,0.0009916864,0.0009503152,0.0007422977,0.01416575,0.01509259,0.04066949,0.01385913,0.01886431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005369809,"about_ca_system_score_gemma":0.02698798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006179379,"about_ca_topic_score_gemma":0.0235491,"domain_scores_codex":[0.9801636,0.009740223,0.0003681614,0.001572302,0.003353927,0.004801766],"domain_scores_gemma":[0.8789616,0.03463744,0.003324944,0.01157883,0.008352976,0.06314418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005060207,0.001291018,0.007370394,0.0007152919,0.0000635664,0.001567943,0.1546229,0.0002617713,0.00436216,0.04795865,0.5135977,0.2676826],"study_design_scores_gemma":[0.0001791369,0.0002806657,0.004539466,0.0009427254,0.00002373153,0.0005763724,0.177691,0.0005581092,0.0006634809,0.0531654,0.7612566,0.0001232769],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1325423,0.004745721,0.03300139,0.4941579,0.02809247,0.000997115,0.0004410896,0.004000267,0.3020217],"genre_scores_gemma":[0.7261467,0.001810957,0.02899563,0.09090252,0.005537743,0.001802901,0.0003819296,0.001685114,0.1427365],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07819971,"threshold_uncertainty_score":0.2616041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1664515659219758,"score_gpt":0.3843045763221377,"score_spread":0.2178530104001619,"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."}}