{"id":"W3130507224","doi":"","title":"Costless Node Network - A Farming System Solution","year":2019,"lang":"en","type":"article","venue":"Summit (Simon Fraser University)","topic":"Greenhouse Technology and Climate Control","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Simon Fraser University","keywords":"Node (physics); Agriculture; Computer science; Business; Computer network; Agricultural science; Environmental science; Engineering; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004061656,0.0005034615,0.0002917745,0.0003800347,0.0004594145,0.0008715304,0.001889196,0.0008894684,0.01215854],"category_scores_gemma":[0.0008396292,0.0002797534,0.000271248,0.0003539063,0.00027929,0.002175862,0.001237465,0.0006189956,0.001824046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008919095,"about_ca_system_score_gemma":0.0006535296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00422177,"about_ca_topic_score_gemma":0.01018416,"domain_scores_codex":[0.9997992,0.00002236724,0.000008115871,0.00006209651,0.0000711113,0.00003711614],"domain_scores_gemma":[0.9997757,0.00004973463,0.00001969514,0.00004609314,0.00008635148,0.00002240967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005029465,0.0002719095,0.001758719,0.0004348223,0.0001156474,0.0006950975,0.0002381748,0.2238516,0.03969268,0.06115699,0.1020476,0.5692337],"study_design_scores_gemma":[0.00005534671,0.0001924699,0.0004849868,0.00003857615,0.00004238714,0.0002148814,0.0001037819,0.9120764,0.009985341,0.02720227,0.04957287,0.00003065655],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0447134,0.001033298,0.9086028,0.002399874,0.0004972058,0.0002730469,0.0008730558,0.008038945,0.03356849],"genre_scores_gemma":[0.5100721,0.001168286,0.4241506,0.001111379,0.0001581209,0.0003930399,0.002198541,0.000540796,0.06020717],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01215854,"threshold_uncertainty_score":0.04067439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01113518174243906,"score_gpt":0.1741767972482459,"score_spread":0.1630416155058069,"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."}}