{"id":"W3164948953","doi":"","title":"Observing Tips: My Astronomical Journey: How I Became an Observer","year":2017,"lang":"en","type":"article","venue":"Journal of the Royal Astronomical Society of Canada","topic":"History and Developments in Astronomy","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Observer (physics); Astronomy; Geodesy; Geology; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004947437,0.0002773287,0.0005569925,0.00001575061,0.000788175,0.0001711876,0.001810075,0.00007348169,0.0004545971],"category_scores_gemma":[0.0000254131,0.0002154907,0.0006718515,0.00002807073,0.0003028985,0.000458228,0.0003498745,0.0007012248,0.000001723232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005403999,"about_ca_system_score_gemma":0.00232731,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01825489,"about_ca_topic_score_gemma":0.003037231,"domain_scores_codex":[0.9980808,0.00009849276,0.0006611869,0.0002270367,0.0004376049,0.0004948121],"domain_scores_gemma":[0.9971243,0.00006717803,0.001595753,0.0006481501,0.0001582769,0.0004063109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001417268,0.0002872336,0.8207889,0.00002459568,0.001014768,9.245146e-7,0.000413741,0.02076863,0.0002548139,0.0004293855,0.1360349,0.01984039],"study_design_scores_gemma":[0.002355184,0.0001504397,0.8288922,0.0001555146,0.0001624735,0.000001775282,0.002401707,0.003550343,0.002126816,0.0002124133,0.1594576,0.0005335096],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928961,0.00002769396,0.002978658,0.002073956,0.001154808,0.0001038366,0.0000464439,0.000003486966,0.0007149556],"genre_scores_gemma":[0.9749795,1.26285e-7,0.02175249,0.00005030671,0.001103175,0.000002622827,0.000003543158,0.00002572682,0.002082557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02342272,"threshold_uncertainty_score":0.9882826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01706908539643963,"score_gpt":0.2182246247273146,"score_spread":0.201155539330875,"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."}}