{"id":"W7099908948","doi":"","title":"Development of a Solar House Design Methodology and its Implementation into a Design Tool","year":2011,"lang":"en","type":"article","venue":"","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Solar energy; Design tool; Process (computing); Engineering design process; Formality; Design process; Design methods; Energy (signal processing); Offset (computer science)","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":[0.003062965,0.00101982,0.0005856786,0.001231029,0.0007595373,0.002149576,0.001881561,0.00110023,0.007287628],"category_scores_gemma":[0.004005312,0.001060221,0.001321255,0.0007994419,0.0006305691,0.001348482,0.001149865,0.001301619,0.001837011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006450827,"about_ca_system_score_gemma":0.002307691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001976478,"about_ca_topic_score_gemma":0.002415652,"domain_scores_codex":[0.9985863,0.0003259395,0.0001695059,0.000173675,0.000656386,0.00008820706],"domain_scores_gemma":[0.9983721,0.000591616,0.0001264055,0.0002022821,0.0006583513,0.00004921247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001214434,0.0004534019,0.002891648,0.001769071,0.0001793503,0.0008722804,0.001478288,0.2028921,0.05184701,0.1063097,0.01277207,0.6184136],"study_design_scores_gemma":[0.0001972782,0.0003612313,0.0009815062,0.0007986308,0.0001329917,0.0008484821,0.000391448,0.6873198,0.05183909,0.03885518,0.2181534,0.0001209974],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00132469,0.00002148974,0.9958196,0.00004470141,0.00001734532,0.0001172045,0.00007140131,0.001314722,0.001268866],"genre_scores_gemma":[0.01605261,0.00008306216,0.9808868,0.00003095582,0.000007676131,0.0003772797,0.000266187,0.0003415139,0.001953976],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007287628,"threshold_uncertainty_score":0.02437955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3304110725291696,"score_gpt":0.3449684142201386,"score_spread":0.01455734169096901,"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."}}