{"id":"W4254606642","doi":"10.1515/ci.2003.25.6.4","title":"“It's A Chemical World!”– The Overwhelming Success of A Poster Competition","year":2003,"lang":"en","type":"article","venue":"Chemistry International","topic":"Academic Writing and Publishing","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Chemical Institute of Canada; GlaxoSmithKline","keywords":"Competition (biology); Business; Biology; Ecology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001781537,0.00007401705,0.00007422281,0.00001965726,0.00008073875,0.0001437549,0.0002759489,0.00003402563,0.008147367],"category_scores_gemma":[0.0001675033,0.00005728681,0.00005976955,0.00002387701,0.0001601216,0.0001827072,0.00003454867,0.0002114848,0.000009795837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003262603,"about_ca_system_score_gemma":0.00002632077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002127196,"about_ca_topic_score_gemma":0.000005378371,"domain_scores_codex":[0.9993444,0.0000129981,0.000199788,0.0001126098,0.00022673,0.0001034892],"domain_scores_gemma":[0.999523,0.0001156165,0.0001076557,0.0000913715,0.0001374288,0.00002493081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005837013,0.0002212931,0.006915379,0.0002584351,0.0002076148,0.000008254311,0.02390685,0.00002568723,0.05137157,0.8305046,0.08607842,0.0004435312],"study_design_scores_gemma":[0.0003708988,0.00000325953,0.00007969156,0.0001949603,0.0000167724,0.000030385,0.002982076,0.00009968386,0.1133675,0.002896954,0.8797891,0.0001686879],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2490867,0.00004172887,0.00002738625,0.003633895,0.0003036112,0.00002817254,0.00003451836,0.00002190053,0.7468221],"genre_scores_gemma":[0.9826186,0.000002330965,0.00002774612,0.0004651143,0.0007335106,0.000006504481,0.00004138528,0.000007141007,0.01609772],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8276076,"threshold_uncertainty_score":0.9927593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01971647233610564,"score_gpt":0.2428589542150951,"score_spread":0.2231424818789895,"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."}}