{"id":"W7037524470","doi":"","title":"ENERGY BY CHOICE, LTD., SELECTED TO BE SUNPOWER PREMIER DEALER","year":2011,"lang":"en","type":"other","venue":"Alternative Energy","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Energy (signal processing); Energy consumption; Production (economics); Renewable energy; Energy requirement","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001672937,0.0005314963,0.0005539727,0.000412258,0.00007529503,0.0001297508,0.001106741,0.0003083193,0.04674726],"category_scores_gemma":[0.00008099888,0.000457767,0.0001050927,0.0004507489,0.0001307173,0.0001101931,0.0004033282,0.0001783004,0.0008602117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001455974,"about_ca_system_score_gemma":0.0001601451,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05622179,"about_ca_topic_score_gemma":0.006755864,"domain_scores_codex":[0.9967882,0.0002120866,0.0003178337,0.000996032,0.0007772325,0.0009086336],"domain_scores_gemma":[0.9983364,0.0001069964,0.0002404931,0.0006521131,0.0002304238,0.0004335443],"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":[0.00002311823,0.0001378031,0.00005022579,0.00001279528,0.0001126142,0.00002285721,0.00007270927,0.000002210661,0.03142223,0.005538007,0.9598618,0.0027436],"study_design_scores_gemma":[0.0002983307,0.0001161568,0.00003550006,0.00007653957,0.00001507167,0.00000223492,0.000004285162,0.00001340854,0.1195726,0.0001325104,0.8792343,0.00049905],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002407572,0.00153753,0.002742032,0.000141507,0.001403509,0.0001888859,0.0005394088,0.00032962,0.99071],"genre_scores_gemma":[0.008067233,0.0005175979,0.0004289479,0.001278627,0.001068216,0.0001995975,0.0001887765,0.0006437084,0.9876073],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08815037,"threshold_uncertainty_score":0.9999177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01947820183259999,"score_gpt":0.2791677134596758,"score_spread":0.2596895116270759,"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."}}