{"id":"W7014379694","doi":"","title":"Passive use or active involvement? : the possibilities of D. Swarovski &amp; Co in photovoltaics","year":2008,"lang":"en","type":"article","venue":"reposiTUm (TU Wien)","topic":"Photovoltaic Systems and Sustainability","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Resources Canada; China Electronics Technology Group Corporation","keywords":"Photovoltaics; Photovoltaic system; Table (database); Work (physics)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001091888,0.0004110599,0.0002845839,0.0005238294,0.003127335,0.006903423,0.0005283847,0.003549344,0.08474092],"category_scores_gemma":[0.001253672,0.0001933471,0.0002267928,0.0007115395,0.001447769,0.007766267,0.001924613,0.002736729,0.02130994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001527306,"about_ca_system_score_gemma":0.001591183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002263988,"about_ca_topic_score_gemma":0.005700967,"domain_scores_codex":[0.9994681,0.0001081266,0.00001196363,0.00006805595,0.000200984,0.0001427854],"domain_scores_gemma":[0.9992637,0.0002723977,0.00004164728,0.00003067699,0.000161384,0.0002300607],"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":[0.0001025763,0.0000992674,0.0004762391,0.0002783251,0.000002973798,0.0002231819,0.0007588573,0.00008293888,0.0007473596,0.2650004,0.6314462,0.1007817],"study_design_scores_gemma":[0.000006718153,0.00003439079,0.0005971048,0.0002738788,0.000002216726,0.0001547308,0.0006981808,0.00003984619,0.0003377726,0.01743766,0.9804065,0.00001089352],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002945906,0.06180931,0.0005856809,0.1086025,0.007607625,0.00002907953,0.0001387737,0.00005703474,0.8182241],"genre_scores_gemma":[0.05094206,0.04791778,0.0006423786,0.01577266,0.005247606,0.00006842611,0.000134513,0.00008555622,0.879189],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08474092,"threshold_uncertainty_score":0.2834866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03494210556298798,"score_gpt":0.2619602436119992,"score_spread":0.2270181380490112,"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."}}