{"id":"W4205772255","doi":"10.1109/lsens.2021.3091303","title":"IEEE Sensors Council","year":2021,"lang":"lv","type":"article","venue":"IEEE Sensors Letters","topic":"Educational Robotics and Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Computer science; Environmental science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001808025,0.002059742,0.001167558,0.003484093,0.001643519,0.003465916,0.001830078,0.0031494,0.3359999],"category_scores_gemma":[0.00386748,0.0009754578,0.000669912,0.003237032,0.0006501746,0.002568088,0.002092614,0.003087228,0.3359452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001146703,"about_ca_system_score_gemma":0.003056456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004083112,"about_ca_topic_score_gemma":0.006746718,"domain_scores_codex":[0.9981236,0.0001714141,0.00007350567,0.0002859468,0.001194044,0.0001515008],"domain_scores_gemma":[0.9952542,0.0003500535,0.000155026,0.0008907703,0.003082029,0.0002679435],"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":[0.00008832178,0.00006681625,0.0001618898,0.0002489222,0.00001114198,0.00005484735,0.00003551513,0.0003696664,0.003439342,0.007655366,0.7822326,0.2056356],"study_design_scores_gemma":[0.000006755156,0.00002031965,0.0001853661,0.00004059752,0.000006446159,0.00006529011,0.00001983464,0.000346449,0.001163612,0.001064962,0.9970731,0.000007207633],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000942213,0.007283962,0.03211395,0.005358422,0.007834246,0.0002960846,0.003619915,0.006413779,0.9361374],"genre_scores_gemma":[0.004346626,0.003725641,0.004721218,0.0008674784,0.0006095111,0.0001438205,0.003711463,0.0007237938,0.9811505],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6640002,"threshold_uncertainty_score":0.9471156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04203852456462396,"score_gpt":0.2320211451941865,"score_spread":0.1899826206295626,"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."}}