{"id":"W7061059144","doi":"","title":"Ontario's ECHO Net-Zero Prefab Home Combines Passivhaus and Solar for Flexible Green Living","year":2016,"lang":"en","type":"other","venue":"","topic":"Gyrotron and Vacuum Electronics Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Echo (communications protocol); Macadamia nut; Living room; Doors","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003897086,0.0004428027,0.0002129556,0.0005988837,0.004613462,0.002776031,0.000597756,0.0009423502,0.2358333],"category_scores_gemma":[0.000533573,0.0002637189,0.0003535623,0.0006016418,0.0008885835,0.001037767,0.00182254,0.0009870868,0.05354682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006633985,"about_ca_system_score_gemma":0.01425431,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6154865,"about_ca_topic_score_gemma":0.9098197,"domain_scores_codex":[0.9996098,0.00001019807,0.000003681918,0.00003026398,0.0002133481,0.0001328263],"domain_scores_gemma":[0.9992781,0.00002106335,0.00001194669,0.00006542715,0.000342614,0.0002808672],"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":[0.0001820428,0.0001022793,0.002575632,0.00008204383,0.000006321776,0.0002405219,0.000531592,0.000184624,0.00264305,0.01643219,0.8940205,0.08299921],"study_design_scores_gemma":[0.00001413096,0.00001890167,0.004113193,0.00002536909,0.000003070628,0.0000605976,0.0004172797,0.0002084238,0.0007217246,0.0007242989,0.9936827,0.00001022031],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00739117,0.0001549011,0.001195124,0.001372918,0.0002486767,0.00008583535,0.00300327,0.001051629,0.9854965],"genre_scores_gemma":[0.01134187,0.00009041845,0.0006783881,0.000108721,0.00001592666,0.0000126916,0.00072041,0.0002174485,0.9868141],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3845135,"threshold_uncertainty_score":0.7889408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0154254091549212,"score_gpt":0.2825075788441146,"score_spread":0.2670821696891934,"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."}}