{"id":"W7036916690","doi":"","title":"Contrasting Beam Global (NASDAQ:BEEM) &amp;amp; Canadian Solar (NASDAQ:CSIQ)","year":2023,"lang":"en","type":"other","venue":"","topic":"Orthoptera Research and Taxonomy","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Beam (structure); Solar energy; Solar sail; Satellite","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002809961,0.0004209132,0.0004385273,0.0000555465,0.00028316,0.0002776723,0.0005818174,0.000486395,0.03205741],"category_scores_gemma":[0.0001919801,0.000167847,0.000236703,0.0005775887,0.0001182633,0.00008052793,0.0001378936,0.0003447696,0.007838851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002023426,"about_ca_system_score_gemma":0.0001563228,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6221594,"about_ca_topic_score_gemma":0.9925433,"domain_scores_codex":[0.9972407,0.00007661104,0.0002855285,0.0006924028,0.0004290582,0.001275697],"domain_scores_gemma":[0.9984869,0.0001559088,0.0001195723,0.0001595202,0.0000702336,0.0010079],"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":[0.000007905592,0.00003282684,0.02190243,0.00001678823,0.0001002141,0.00004651526,0.000004167186,3.654545e-7,0.0001372348,0.0002129965,0.8713565,0.106182],"study_design_scores_gemma":[0.0001171956,0.00004137768,0.00870221,0.00007476048,0.00001305766,0.000008098702,0.00003565335,0.00000210191,0.000007481035,0.00006228313,0.9905009,0.0004349303],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004918108,0.0004601556,0.0000156836,0.001493046,0.0005835221,0.000657425,0.001461174,0.0009126854,0.9894982],"genre_scores_gemma":[0.02401617,0.0002611192,0.000408514,0.0007084896,0.002395894,0.0000753384,0.0006768363,0.00004264369,0.971415],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3703839,"threshold_uncertainty_score":0.9929337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04256181361290261,"score_gpt":0.2547675643930724,"score_spread":0.2122057507801698,"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."}}