{"id":"W4415406908","doi":"10.1021/acsanm.5c03569","title":"Harnessing Solar Energy with Eco-Friendly InP Quantum Dots: A Review","year":2025,"lang":"en","type":"article","venue":"ACS Applied Nano Materials","topic":"Quantum Dots Synthesis And Properties","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Renewable energy; Quantum dot; Solar energy; Sustainability; Indium phosphide; Hydrogen production; Photovoltaic system","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003432805,0.0007775386,0.0006311135,0.001154082,0.0002490579,0.0007663055,0.000484646,0.0009562643,0.001781604],"category_scores_gemma":[0.0002637961,0.0004012021,0.0003190186,0.001481171,0.0002973089,0.001319131,0.0005086903,0.0009450242,0.0008157157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003320796,"about_ca_system_score_gemma":0.0006747915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005616936,"about_ca_topic_score_gemma":0.0009765858,"domain_scores_codex":[0.9999132,0.0000135258,0.00001128167,0.0000235386,0.00002565277,0.00001273741],"domain_scores_gemma":[0.9998436,0.00006112899,0.00002506653,0.000004436802,0.0000439891,0.00002184803],"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":[0.0001073252,0.0002601026,0.0004160394,0.02733555,0.00009526765,0.000431565,0.0002329969,0.002349429,0.03085527,0.01054489,0.02743,0.8999416],"study_design_scores_gemma":[0.0000139379,0.000374263,0.001088163,0.001636531,0.0001140053,0.0007995074,0.0001382108,0.001160398,0.007094232,0.003141522,0.9843977,0.0000415361],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002032011,0.9931086,0.001381339,0.0007204077,0.0005087525,0.00001972975,0.00003934048,0.00003043435,0.00215934],"genre_scores_gemma":[0.005768696,0.9902816,0.001642441,0.0003368207,0.0003616828,0.00002672813,0.00005086314,0.000006488031,0.001524758],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001781604,"threshold_uncertainty_score":0.005960107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01134862072821898,"score_gpt":0.2309167855468654,"score_spread":0.2195681648186464,"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."}}