{"id":"W2766587740","doi":"10.1007/978-981-10-5807-3_6","title":"An Overview of LED Lighting and Spectral Quality on Plant Photosynthesis","year":2017,"lang":"en","type":"book-chapter","venue":"","topic":"Light effects on plants","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Photosynthesis; Quality (philosophy); Environmental science; Computer science; Agricultural engineering; Biology; Botany; Engineering; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001526836,0.0007983894,0.0006169043,0.001199285,0.000390559,0.001364153,0.0005909571,0.0006741532,0.01896496],"category_scores_gemma":[0.0001842708,0.0003542722,0.0005304195,0.00198858,0.0003031228,0.001601062,0.000862572,0.00135814,0.007020938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000804726,"about_ca_system_score_gemma":0.0004633273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00109222,"about_ca_topic_score_gemma":0.002247914,"domain_scores_codex":[0.9999053,0.000008921759,0.000004426568,0.00001878408,0.00005386003,0.000008637879],"domain_scores_gemma":[0.9999413,0.00002840923,0.0000027362,0.000003601891,0.00001984444,0.000004133856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006789542,0.000127028,0.0001482342,0.003693303,0.00003555371,0.0001721187,0.000187987,0.001991597,0.02347369,0.04596245,0.06984805,0.854292],"study_design_scores_gemma":[0.000002861938,0.00003013415,0.0003812823,0.0006021732,0.00001431726,0.0002761577,0.00003505705,0.0004356709,0.002699494,0.0131964,0.982312,0.00001466227],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001962302,0.7576053,0.01702628,0.0006630053,0.002333396,0.0000419472,0.000273473,0.0003396831,0.2197547],"genre_scores_gemma":[0.01139286,0.7349641,0.01273851,0.001209257,0.001490226,0.00007152984,0.0004387693,0.0002911525,0.2374037],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01896496,"threshold_uncertainty_score":0.06344414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1097504180653756,"score_gpt":0.3017264373458819,"score_spread":0.1919760192805063,"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."}}