{"id":"W3141246741","doi":"","title":"Fun With Arduinos - Part 2: An Arduino-Based Focus Controller","year":2014,"lang":"en","type":"article","venue":"Journal of the Royal Astronomical Society of Canada","topic":"Visual and Cognitive Learning Processes","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Arduino; Focus (optics); Computer science; Controller (irrigation); Operating system; Physics; Biology; Optics; Agronomy","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":[0.0003783051,0.0008846573,0.0005759249,0.0004826733,0.0003422112,0.0006052641,0.001548872,0.0007449233,0.03098096],"category_scores_gemma":[0.001197206,0.0003603837,0.0003448465,0.0002119319,0.0002611385,0.0009149066,0.0009811985,0.000543218,0.0039675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002908818,"about_ca_system_score_gemma":0.0002822423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006605964,"about_ca_topic_score_gemma":0.0006942231,"domain_scores_codex":[0.9997837,0.00002010627,0.00001040421,0.00007660453,0.00008524331,0.00002402223],"domain_scores_gemma":[0.9995827,0.0001162756,0.00002167639,0.00007232052,0.0001098384,0.00009720224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002015195,0.0006350081,0.003149551,0.0006254256,0.0001163019,0.0006908805,0.000895186,0.005865963,0.4398496,0.005516102,0.02126387,0.5193771],"study_design_scores_gemma":[0.001272852,0.003547446,0.02039675,0.000241877,0.0003370549,0.004477771,0.000261928,0.2270495,0.5082542,0.008068816,0.2257721,0.0003197435],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1683072,0.001208447,0.7279849,0.0003997533,0.000547236,0.001906698,0.001170236,0.04949603,0.04897941],"genre_scores_gemma":[0.6729376,0.0003667732,0.2812913,0.0005302554,0.0001605462,0.00103374,0.0009066695,0.002197511,0.04057562],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03098096,"threshold_uncertainty_score":0.1036417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008065508845044703,"score_gpt":0.2263652068288983,"score_spread":0.2182996979838536,"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."}}