{"id":"W4287814716","doi":"","title":"Handheld Controller Device","year":2020,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"IoT-based Smart Home Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Mobile device; Computer science; Controller (irrigation); Computer graphics (images); Operating system; Biology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005862796,0.0008724503,0.001158399,0.0002406806,0.0004699945,0.0007015828,0.001951164,0.0007960408,0.0006897256],"category_scores_gemma":[0.002149413,0.001036101,0.0005880434,0.0007374101,0.0003029753,0.0002315264,0.001181894,0.001708519,0.002104873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005268708,"about_ca_system_score_gemma":0.0003987301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004163071,"about_ca_topic_score_gemma":0.003046987,"domain_scores_codex":[0.9882751,0.007487897,0.001296998,0.001286416,0.0007623939,0.0008912382],"domain_scores_gemma":[0.9911731,0.002765473,0.0005890068,0.002566648,0.002285516,0.0006202303],"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":[0.0001262462,0.00137505,0.006954036,0.005113966,0.002126224,0.000123208,0.05159707,0.01120874,0.06708689,0.7192103,0.0415929,0.09348533],"study_design_scores_gemma":[0.003346307,0.000001225575,0.005257783,0.008100159,0.000336626,0.00004470186,0.0004144308,0.2731202,0.09481905,0.003771834,0.6086654,0.002122317],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04343543,0.01235504,0.5907639,0.06757122,0.003810827,0.002340353,0.000410291,0.001737281,0.2775756],"genre_scores_gemma":[0.9210939,0.0007369888,0.04397699,0.0002935193,0.0002910629,0.000243321,0.0005824438,0.0002626484,0.03251912],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8776585,"threshold_uncertainty_score":0.9992089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01540315026572492,"score_gpt":0.2123334003914636,"score_spread":0.1969302501257386,"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."}}