{"id":"W7055222305","doi":"","title":"Canadian Solar Invests in Strategic Partnership with AI Energy Storage Optimization Company Habitat Energy | AltEnergyMag","year":2021,"lang":"en","type":"other","venue":"","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"General partnership; Solar energy; Renewable energy; Energy (signal processing); Energy storage; Energy conservation; Strategic planning","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":[0.001079077,0.001019979,0.0004471377,0.001707205,0.005349946,0.004129485,0.0009595695,0.002012993,0.2293688],"category_scores_gemma":[0.001404353,0.0004268698,0.0005909728,0.001661086,0.0007613904,0.001149101,0.001124271,0.001917857,0.04842721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02556272,"about_ca_system_score_gemma":0.0595396,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8645522,"about_ca_topic_score_gemma":0.9636546,"domain_scores_codex":[0.9982091,0.00003334035,0.00001364941,0.00008647053,0.001313408,0.0003440517],"domain_scores_gemma":[0.9975339,0.0000674532,0.00002933144,0.00007949764,0.001705227,0.0005844844],"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":[0.00005693843,0.00005045433,0.0006230816,0.00003847489,0.00000758279,0.00004747499,0.00003763297,0.0004459774,0.0008318644,0.01278086,0.9377783,0.04730133],"study_design_scores_gemma":[0.00001174397,0.00001389076,0.001179571,0.00002330138,0.00000521972,0.00002402704,0.0001109696,0.000904341,0.0007731303,0.0008132695,0.9961319,0.000008701844],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003566491,0.001331829,0.001457723,0.01382078,0.001655482,0.00009721241,0.005302854,0.0009084465,0.9718593],"genre_scores_gemma":[0.008706819,0.0004875492,0.0006710025,0.0006229994,0.00006201626,0.000009708,0.001068579,0.0001890716,0.9881822],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2293688,"threshold_uncertainty_score":0.7673151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01657397274534025,"score_gpt":0.2029699259962606,"score_spread":0.1863959532509203,"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."}}